US20120108278A1 - Method for reducing inter-cell interference - Google Patents
Method for reducing inter-cell interference Download PDFInfo
- Publication number
- US20120108278A1 US20120108278A1 US13/345,506 US201213345506A US2012108278A1 US 20120108278 A1 US20120108278 A1 US 20120108278A1 US 201213345506 A US201213345506 A US 201213345506A US 2012108278 A1 US2012108278 A1 US 2012108278A1
- Authority
- US
- United States
- Prior art keywords
- base station
- precoding matrix
- interference
- mobile station
- base stations
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Granted
Links
Images
Classifications
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04B—TRANSMISSION
- H04B7/00—Radio transmission systems, i.e. using radiation field
- H04B7/02—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas
- H04B7/04—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas
- H04B7/06—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas at the transmitting station
- H04B7/0613—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas at the transmitting station using simultaneous transmission
- H04B7/0615—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas at the transmitting station using simultaneous transmission of weighted versions of same signal
- H04B7/0619—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas at the transmitting station using simultaneous transmission of weighted versions of same signal using feedback from receiving side
- H04B7/0636—Feedback format
- H04B7/0639—Using selective indices, e.g. of a codebook, e.g. pre-distortion matrix index [PMI] or for beam selection
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04B—TRANSMISSION
- H04B7/00—Radio transmission systems, i.e. using radiation field
- H04B7/02—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas
- H04B7/022—Site diversity; Macro-diversity
- H04B7/026—Co-operative diversity, e.g. using fixed or mobile stations as relays
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W72/00—Local resource management
- H04W72/02—Selection of wireless resources by user or terminal
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04B—TRANSMISSION
- H04B17/00—Monitoring; Testing
- H04B17/30—Monitoring; Testing of propagation channels
- H04B17/309—Measuring or estimating channel quality parameters
- H04B17/345—Interference values
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04B—TRANSMISSION
- H04B7/00—Radio transmission systems, i.e. using radiation field
- H04B7/02—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas
- H04B7/022—Site diversity; Macro-diversity
- H04B7/024—Co-operative use of antennas of several sites, e.g. in co-ordinated multipoint or co-operative multiple-input multiple-output [MIMO] systems
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04B—TRANSMISSION
- H04B7/00—Radio transmission systems, i.e. using radiation field
- H04B7/02—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas
- H04B7/04—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas
- H04B7/0413—MIMO systems
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04B—TRANSMISSION
- H04B7/00—Radio transmission systems, i.e. using radiation field
- H04B7/02—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas
- H04B7/04—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas
- H04B7/0413—MIMO systems
- H04B7/0417—Feedback systems
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04B—TRANSMISSION
- H04B7/00—Radio transmission systems, i.e. using radiation field
- H04B7/02—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas
- H04B7/04—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas
- H04B7/0413—MIMO systems
- H04B7/0456—Selection of precoding matrices or codebooks, e.g. using matrices antenna weighting
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04B—TRANSMISSION
- H04B7/00—Radio transmission systems, i.e. using radiation field
- H04B7/02—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas
- H04B7/04—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas
- H04B7/0491—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas using two or more sectors, i.e. sector diversity
- H04B7/0495—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas using two or more sectors, i.e. sector diversity using overlapping sectors in the same base station to implement MIMO for antennas
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04B—TRANSMISSION
- H04B7/00—Radio transmission systems, i.e. using radiation field
- H04B7/02—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas
- H04B7/04—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas
- H04B7/06—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas at the transmitting station
- H04B7/0613—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas at the transmitting station using simultaneous transmission
- H04B7/0615—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas at the transmitting station using simultaneous transmission of weighted versions of same signal
- H04B7/0619—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas at the transmitting station using simultaneous transmission of weighted versions of same signal using feedback from receiving side
- H04B7/0621—Feedback content
- H04B7/0626—Channel coefficients, e.g. channel state information [CSI]
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04B—TRANSMISSION
- H04B7/00—Radio transmission systems, i.e. using radiation field
- H04B7/02—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas
- H04B7/04—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas
- H04B7/06—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas at the transmitting station
- H04B7/0613—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas at the transmitting station using simultaneous transmission
- H04B7/0615—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas at the transmitting station using simultaneous transmission of weighted versions of same signal
- H04B7/0619—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas at the transmitting station using simultaneous transmission of weighted versions of same signal using feedback from receiving side
- H04B7/0621—Feedback content
- H04B7/0632—Channel quality parameters, e.g. channel quality indicator [CQI]
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04B—TRANSMISSION
- H04B7/00—Radio transmission systems, i.e. using radiation field
- H04B7/02—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas
- H04B7/04—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas
- H04B7/06—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas at the transmitting station
- H04B7/0613—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas at the transmitting station using simultaneous transmission
- H04B7/0615—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas at the transmitting station using simultaneous transmission of weighted versions of same signal
- H04B7/0619—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas at the transmitting station using simultaneous transmission of weighted versions of same signal using feedback from receiving side
- H04B7/0621—Feedback content
- H04B7/0634—Antenna weights or vector/matrix coefficients
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L1/00—Arrangements for detecting or preventing errors in the information received
- H04L1/0001—Systems modifying transmission characteristics according to link quality, e.g. power backoff
- H04L1/0023—Systems modifying transmission characteristics according to link quality, e.g. power backoff characterised by the signalling
- H04L1/0026—Transmission of channel quality indication
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L25/00—Baseband systems
- H04L25/02—Details ; arrangements for supplying electrical power along data transmission lines
- H04L25/03—Shaping networks in transmitter or receiver, e.g. adaptive shaping networks
- H04L25/03891—Spatial equalizers
- H04L25/03898—Spatial equalizers codebook-based design
- H04L25/03904—Spatial equalizers codebook-based design cooperative design, e.g. exchanging of codebook information between base stations
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W24/00—Supervisory, monitoring or testing arrangements
- H04W24/02—Arrangements for optimising operational condition
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04B—TRANSMISSION
- H04B7/00—Radio transmission systems, i.e. using radiation field
- H04B7/02—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas
- H04B7/04—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas
- H04B7/0413—MIMO systems
- H04B7/0452—Multi-user MIMO systems
Definitions
- the present invention relates to a communication system of a multi-cell environment, and more particularly, to a method for reducing inter-cell interference in a multi-cell environment and a method for transmitting and receiving a signal by a collaborative multiple-input multiple-output (MIMO) scheme.
- MIMO collaborative multiple-input multiple-output
- MIMO multiple-input multiple-output
- the MIMO scheme is considered to raise the reliability of a communication system or to improve transmission efficiency and may be classified into beamforming, spatial diversity, and spatial multiplexing schemes.
- the beamforming scheme and spatial diversity scheme which use multiple transmit antennas to raise reliability, transmit a single data stream through multiple transmit antennas.
- the spatial multiplexing scheme used to raise transmission efficiency, simultaneously transmits multiple data streams via multiple transmit antennas.
- the number of simultaneously transmitted data streams is called a spatial multiplexing rate.
- the spatial multiplexing rate should be appropriately selected according to the number of transmit and receive antennas and to a channel state. Generally, the spatial multiplexing rate which can maximally be obtained is limited to a smaller value of the number of transmit antennas and the number of receive antennas. If correlation of a channel is increased, a low spatial multiplexing rate is used.
- CQI channel quality information
- a transmit power of physical antennas to which a virtual antenna signaling scheme is applied can be nearly uniformly maintained.
- sets of physical transmit antennas form a plurality of beams each corresponding to a virtual antenna. Different beams are generated not only to transmit the same power from all the physical antennas but also to reserve a channel characteristic.
- the total number of virtual antennas determines an available spatial diversity or spatial multiplexing rate. Moreover, the total number of virtual antennas determines the amount of overhead required to measure space channels.
- the number of physical transmit antennas is denoted by Mr
- the number of available virtual transmit antennas is denoted by Me
- the number of simultaneously transmitted layers is denoted by M.
- the layer indicates a transmission symbol which is independently coded and modulated for transmission.
- a precoding scheme refers to a spatial processing scheme to raise the reliability of a communication system and to improve transmission efficiency.
- the precoding scheme can be used irrespective of a spatial multiplexing rate in a multiple antenna system and increases a signal-to-noise ratio (SNR) of a channel.
- SNR signal-to-noise ratio
- a transmitting side multiplies the most proper matrix or vector in a current channel environment by data for transmission. The multiplied matrix or vector is fed back from a receiving side. If the transmitting side can determine channel information of a downlink, a proper matrix or vector can be selectively used.
- An object of the present invention devised to solve the problem lies in providing a method for efficiently reducing inter-cell interference in a multi-cell environment and a method for transmitting and receiving a signal by a collaborative MIMO scheme.
- One aspect of the present invention for achieving the object provides a method for mitigating, by a mobile station, inter-cell interference in a multi-cell environment.
- a method for mitigating inter-cell interference includes measuring the channel from at least one neighboring base station generating interference with a signal received from a serving base station, determining at least one of a first precoding matrix index in which the interference is maximized and a second precoding matrix index in which the interference is minimized, wherein the first and second precoding matrix indexes are determined based on the measured channel, and transmitting the at least one of the first and second precoding matrix indexes to the serving base station together with corresponding base station identifier information.
- the transmitting of the at least one of the first and second precoding matrix indexes may further transmit interference amount information from the at least one neighboring base station.
- Two or more first precoding matrix indexes and two or more second precoding matrix indexes may be determined in order of maximum interference or minimum interference based on the measured channel and may be transmitted to the serving base station.
- the first and second precoding matrix indexes transmitted to the serving base station together with the base station identifier information may be transmitted to a neighboring base station corresponding to the base station identifier information via the serving base station.
- a method for mitigating inter-cell interference includes measuring the channel from at least one neighboring base station generating interference with a signal received from a serving base station, and calculating an interference value based on the measured channel signal and transmitting the interference value to the serving base station, wherein the interference value is used to determine priority for selection of a precoding matrix index in each base station, and information about the priority is transmitted from the serving base station to the at least one neighboring base station.
- the interference value may include at least one of signal to interference plus noise ratio (SINR), normalized interference power, and interference over thermal (IoT).
- SINR signal to interference plus noise ratio
- IoT interference over thermal
- the method may further includes, after measuring the channel, determining at least one of a first precoding matrix index in which interference is maximized and a second precoding matrix index in which interference is minimized, and transmitting the at least one of the first and second precoding matrix indexes to the serving base station together with corresponding base station identifier information.
- Another aspect of the present invention for achieving the object provides a method for mitigating, by a specific base station, inter-cell interference in a multi-cell environment.
- a method for mitigating inter-cell interference includes receiving, from a mobile station, at least one of a first precoding matrix index in which interference is maximized and a second precoding matrix index in which the interference is minimized, together with corresponding base station identifier information, wherein the interference is generated by a channel signal of at least one neighboring base station with respect to a signal transmitted by the specific base station to the mobile station, and transmitting the at least one of the first and second precoding matrix indexes to the at least one neighboring base station according to the base station identifier information.
- a further aspect of the present invention provides a method for receiving, by a mobile station, a signal by a collaborative multiple-input multiple-output (Co-MIMO) scheme in a multi-cell environment.
- Co-MIMO collaborative multiple-input multiple-output
- a method for receiving a signal by a collaborative MIMO scheme includes measuring a channel signal received from a serving base station and collaborative base stations including at least one neighboring base station, wherein the collaborative base stations perform the collaborative MIMO scheme together with the serving base station, determining precoding matrix indexes for each of the collaborative base stations and reporting the precoding matrix indexes to the serving base station, and receiving the same signal or independent signals from the collaborative base stations.
- the collaborative base stations may share resource allocation information for the mobile station and transmit the same signal or independent signals to the mobile station using a common resource.
- the precoding matrix indexes reported to the serving base station may be respectively transmitted from the serving base station to the collaborative base stations via an interface between networks, for example, via a backbone network connecting the base stations.
- Another aspect of the present invention provides a method for transmitting, by a specific base station, a signal together with at least one neighboring base station by a collaborative MIMO scheme.
- a method for transmitting a signal by a collaborative MIMO scheme includes receiving, from a mobile station that receives a signal by the collaborative MIMO scheme,
- precoding matrix indexes for each of the specific base station and collaborative base stations including at least one neighboring base station wherein the collaborative base stations perform the collaborative MIMO scheme together with the specific base station, transmitting the precoding matrix indexes for each of the collaborative base stations to the at least one neighboring base station via an interface between networks, and transmitting the same signal or independent signals to the mobile station together with the at least one neighboring base station.
- inter-cell interference can be efficiently removed in a multi-cell environment and a signal can be efficiently transmitted and received by a collaborative MIMO scheme.
- closed-loop precoding can be performed by sharing precoding matrix information transmitted from the mobile station.
- a scheduler can determine a precoding matrix of a plurality of adjacent base stations by combining precoding matrix information received from the mobile station. Since channels of the adjacent base stations are considered, interference entering a corresponding mobile station from the adjacent base stations can be mitigated.
- reception performance in a mobile station can be raised by maintaining a unitary characteristic between signals transmitted to the mobile station.
- the strength of a signal transmitted to a mobile station can be amplified. Furthermore, interference which may be generated between signals of a plurality of base stations transmitted to the mobile station can be mitigated.
- FIG. 1 illustrates signal transmission and reception considering potential interference in a communication system having a multi-cell environment
- FIG. 2 illustrates a signal transmission and reception method in a communication system having a multi-cell environment according to an exemplary embodiment of the present invention
- FIG. 3 illustrates an example of a method for determining a precoding matrix index of each base station in a scheduler according to an exemplary embodiment of the present invention
- FIG. 4 illustrates signal transmission and reception in a communication system to which a collaborative MIMO scheme is applied in a multi-cell environment
- FIG. 5 illustrates a signal transmission and reception method in a communication system to which a collaborative MIMO scheme is applied according to an exemplary embodiment of the present invention.
- Exemplary embodiments described hereinbelow are combinations of elements and features of the present invention.
- the elements or features may be considered selective unless otherwise mentioned.
- Each element or feature may be practiced without being combined with other elements or features.
- the term ‘base station’ refers to a terminal node of a network communicating directly with the mobile station.
- a specific operation described as performed by the base station may be performed by an upper node of the base station.
- various operations performed for communication with a mobile station may be performed by the base station, or network nodes other than the base station.
- the term ‘base station’ may be replaced with the term ‘fixed station’, ‘Node B’, ‘eNode B’ (eNB), ‘access point’, etc.
- the term ‘mobile station’ may be replaced with the term ‘user equipment’, ‘mobile subscriber station’ (MSS), etc.
- a communicating mobile station especially, a mobile station in an edge of each cell in a multi-cell environment
- a signal transmitted from a serving base station to the mobile station is weak in strength and a probability of generating interference is high due to signals transmitted to the mobile station from other neighboring base stations.
- the mobile station in an edge of a cell may efficiently mitigate inter-cell interference in consideration of a communication environment or improve reception performance of a user through collaborative MIMO as will be described hereinbelow.
- FIG. 1 illustrates the concept of potential interference in signal transmission and reception of a communication system having a multi-cell environment.
- interference may occur in a mobile station in one cell due to signals transmitted to mobile stations in other cells, as shown in FIG. 1 .
- mobile stations (MS 1 , MS 2 , and MS 3 ) 23 , 24 , and 25 receive signals from base stations (BS 1 , BS 2 , and BS 3 ) 20 , 21 , and 22 .
- a signal ⁇ circle around ( 1 ) ⁇ transmitted from the base station 20 to the mobile stations 24 and 25 may create interference with respect to the mobile station 23 .
- a signal ⁇ circle around ( 2 ) ⁇ transmitted from the base station 21 to the mobile station 25 may create interference with respect to the mobile station 24 .
- a signal ⁇ circle around ( 3 ) ⁇ transmitted from the base station 22 to the mobile station 23 may create interference with respect to the mobile station 25 .
- Exemplary embodiments of the present invention which will be described hereinbelow provide a signal transmission method capable of reducing interference caused by signals transmitted from a plurality of base stations, through a closed-loop operation employing a codebook in using precoding information in a communication system having a multi-cell environment.
- FIG. 2 illustrates a signal transmission and reception method in a communication system having a multi-cell environment according to an exemplary embodiment of the present invention.
- a mobile station especially, a mobile station positioned in an edge of a cell may perform a channel estimation for the same frequency band of each base station BS 1 to BS N of neighboring cells including a serving base station.
- the mobile station determines signal strength of each base station based on the channel estimation result for each base station.
- the mobile station may detect a codebook index in which signal strength of the serving base station is maximized by minimizing interference and cause the neighboring cells to use the codebook index, thereby minimizing interference in the neighboring cells.
- the mobile station may cause the neighboring cells not to use a codebook index in which signal strength of the serving base station is minimized by maximizing interference, thereby minimizing interference in the neighboring cells. The above methods may be used simultaneously.
- the mobile station located in an edge of a cell estimates channels through pilot signals received from the respective base stations in step S 40 .
- the mobile station calculates covariance values R W1 , R W2 , . . . , R WN by sequentially applying a precoding matrix in order of a precoding matrix index (PMI) from the common codebook.
- PMI precoding matrix index
- subscripts of the covariance values indicate precoding matrices applied to each base station and denote identifiers for discriminating the base stations.
- W i,max denotes a precoding matrix maximizing signal strength of an i-th base station BS i
- W i,min denotes a precoding matrix minimizing signal strength of the i-th base station BS i .
- W i,max and W i,min may be calculated through codebook search of a channel received from the i-th base station BS i .
- a precoding matrix having a maximum desired to undesired signal power ratio DUR max or a minimum desired to undesired signal power ratio DUR min may be obtained by calculating W i,max and W i,min . Namely, to obtain DUR max , a precoding matrix is applied in which signal strength of the serving base station is maximized and signal strengths of neighboring base stations are minimized. To obtain DUR min , a precoding matrix is applied in which signal strength of the serving base station is maximized and signal strengths of neighboring base stations are also maximized.
- R W1 , R W2 , . . . , R WN indicate signal strength of each base station and may be expressed in the form of covariance as shown in the following Formula 3 using, for example, the channel estimated by the mobile station through a signal received from each base station in step S 40 and the codebook applied commonly between each base station and the mobile station.
- R W ⁇ ⁇ 1 ( H 1 ⁇ W 1 ) H ⁇ ( H 1 ⁇ W 1 )
- ⁇ R W ⁇ ⁇ 2 ( H 2 ⁇ W 2 ) H ⁇ ( H 2 ⁇ W 2 )
- ⁇ ⁇ ⁇ ⁇ R WN ( H N ⁇ W N ) H ⁇ ( H N ⁇ W N ) [ Formula ⁇ ⁇ 3 ]
- H 1 , H 2 , . . . , H N indicate channels estimated by the mobile station through signals received from the respective base stations, and W 1 , W 2 , . . . , W N may be determined as specific precoding matrices according to channel estimation of signals received from the base stations among precoding matrices included in the codebook used commonly in the base stations and the mobile station. Namely, signal strength of each precoding matrix is determined by applying the precoding matrices included in the commonly used codebook to Formula 3. DUR max or DUR min in Formula 1 and Formula 2 may be calculated using the determined signal strength of each precoding matrix.
- the mobile station may calculate DUR max and DUR min by applying the precoding matrix included in a codebook of each base station through Formula 1 to Formula 3.
- the mobile station may construct a precoding matrix set DUR max [W 1 , W 2 , . . . , W N ] including precoding matrices of the respective base stations determining DUR max and a precoding matrix set DUR min [W 1 , W 2 , . . . , W N ] including precoding matrices of the respective base stations determining DUR min .
- the mobile station may transmit DUR max and/or DUR min , and corresponding precoding matrix set information to the serving base station.
- the mobile station may further transmit interference control mode start information, corresponding cell identifier (ID), etc.
- a numeral N may be limited to 1 or 2 in consideration of operational capabilities of the mobile station, overhead for uplink feedback information, interference strength, etc.
- the serving base station transmits DUR max and/or DUR min , and the precoding matrix set information to a scheduler through a network interface, for example, a backbone network.
- the serving base station may transmit only the precoding matrix set information considering uplink overhead.
- the mobile station may transmit the precoding matrix set information including PMIs of neighboring base stations through an uplink channel of a corresponding base station without passing through the serving base station.
- the scheduler may select or combine a precoding matrix suitable for each base station according to a specific scheduling algorithm and determine a PMI for each base station, in step S 45 .
- the scheduler may preset a variable reference value considering channel environment or system environment and compare DUR max or DUR min with the reference value.
- step S 46 the scheduler transmits the PMI for each base station determined in step S 45 to a corresponding base station through the backbone network.
- FIG. 3 illustrates an example of a method for determining a PMI of each base station in a scheduler according to an exemplary embodiment of the present invention
- the scheduler which performs a coordination function between base stations in a cell boundary, sets a reference value to obtain precoding matrices W 1 , W 2 , . . . , W N for respective base stations as illustrated in FIG. 3 and can perform scheduling such that an SINR of a received signal of each mobile station may be maximized, using PMI information transmitted to base stations from mobile stations located in edges of a cell.
- the scheduler serves to receive and apply precoding matrix set information which can obtain maximum performance in each base station.
- precoding cannot be performed according to the precoding matrix set information that can obtain maximum performance in consideration of a relationship with other neighboring base stations.
- a base station BS 1 transmits precoding matrix set information including a precoding matrix index PMI_ 1 as precoding matrix set information of maximum performance
- a base station BS 2 which is a neighboring base station, may transmit the precoding matrix set information including the precoding matrix index PMI_ 1 as precoding matrix set information of minimum performance.
- the scheduler may inform the base station so as to use a precoding matrix which is recombined by other precoding matrices approximating to the maximum performance.
- the scheduler may determine a PMI suitable for each base station according to DUR max 50 and DUR min 51 . That is, the scheduler may perform scheduling with respect to a specific base station to cause mobile stations within a cell thereof not to use a PMI leading to DUR min 51 or a similar value thereto or may recommend that the mobile stations use a PMI leading to DUR max 50 or a similar value thereto. In this case, the PMI transmitted to each base station may guarantee performance above a threshold value 52 set by the scheduler.
- the mobile station can solve the collision problem using a look-up table which quantizes sizes of interference signals to be controlled to a given range of interference amount. Namely, the mobile station informs the base station of a corresponding quantization level by comparing look-up table values, and the scheduler allocates priority to the mobile stations according to the quantization level, thereby preventing collision of PMIs between mobile stations.
- the mobile station measures channel signals of a serving base station and neighboring base stations generating interference with a signal received from the serving base station and calculates an interference value based on the measured channel signal, for transmission to the serving base station.
- the interference value may include signal to interference plus noise ratio (SINR), normalized interference power, and interference over thermal (IoT).
- the interference value may be used to determine priority in selecting a PMI in each base station.
- Interference value information received by the serving base station is used to determine priority for selection of a precoding matrix index in each base as described above and priority information may be transmitted to neighboring base stations through a backbone network.
- the interference value information may be transmitted to the serving base station from the mobile station, together with ID information of a corresponding base station generating interference.
- the scheduler may demand that corresponding mobile stations feed back quantization level information of interference amount, only when a PMI to be restricted or suppressed collides with a PMI of a counterpart base station.
- a method for transmitting PMI in which interference is maximized and/or a PMI in which interference is minimized in a multi-cell environment may be used by combination with a method for transmitting interference value information used to determine priority in selecting a PMI in each base station.
- a collaborative multi-cell MIMO scheme rather than an interference elimination mode in a multi-cell environment may be applied.
- a mobile station may transmit, to a serving base station, mode conversion information which can be used in selecting one of a collaborative MIMO mode or an inter-cell interference mitigation mode.
- mode conversion may be determined by a base station or a network end rather than the mobile station and may be signaled to the mobile station.
- FIG. 4 illustrates signal transmission and reception in a communication system to which a collaborative MIMO scheme is applied in a multi-cell environment.
- MIMO is applied using a plurality of base stations in a multi-cell environment, unlike conventional application of MIMO in a single-cell environment to achieve diversity, single-user MIMO, and multi-user MIMO.
- a mobile station (MS 1 ) 13 receives signals from base stations (BS 1 and BS 3 ) 10 and 12
- a mobile station (MS 2 ) 14 receives signals from base stations (BS 1 and BS 2 ) 10 and 11
- a mobile station (MS 3 ) 15 receives signals from base stations (BS 2 and BS 3 ) 11 and 12 .
- Data transmitted to a mobile station from a plurality of base stations is constructed in a scheduler considering the plurality of base stations and then is transmitted to each base station through an interface between networks, for example, through a backbone network 17 .
- Signals received from the respective base stations may be the same or different.
- a diversity gain can be obtained.
- a multiplexing gain can be obtained by raising a data transmission rate, that is, data processing amount.
- a mobile station may implement diversity, single-user MIMO, or multi-user MIMO by receiving a signal of the same channel from base stations located in a plurality of neighboring cells.
- a mobile station in an edge of a cell which is liable to be subject to interference from neighboring cells may implement, when employing this situation in reverse, diversity, single-user MIMO, or multi-user MIMO by receiving a signal for the same channel from neighboring base stations.
- a plurality of base stations may receive channel state information (CSI) from the mobile stations and estimate a channel using the CSI.
- CSI channel state information
- Each base station independently generates an antenna weight based on the channel estimation result, and precodes and transmits the antenna weight.
- FIG. 5 illustrates a signal transmission and reception method in a communication system to which a collaborative MIMO scheme is applied according to an exemplary embodiment of the present invention.
- M base stations including a serving base station 31 - 1 and (M ⁇ 1) neighboring base stations, transmit a data stream d to a mobile station 30 by a collaborative MIMO scheme.
- the serving base station 31 - 1 and the neighboring base stations including BS M 31 -M transmit, to the mobile stations, the data stream d which is constructed based on information received by a scheduler 35 and transmitted through a backbone network 34 .
- Data transmitted to each base station may be the same or different data.
- the data transmitted to each base station may be data which is appropriately coded and modulated according to channel information transmitted from each base station.
- the base station 31 - 1 receives the data stream d through the backbone network 34 and then precodes the data stream d before transmission to the mobile station 30 .
- a precoding matrix generator 32 - 1 generates a weight or a precoding matrix used to perform precoding.
- the precoding matrix generator 32 - 1 may generate the weight or precoding matrix using a codebook. For example, the mobile station 30 transmits PMI as feedback information and the precoding matrix generator 32 - 1 may generate the precoding matrix using the PMI received as the feedback information from the mobile station 30 .
- a precoder 33 - 1 performs precoding by multiplying the generated weight or precoding matrix by the data stream d. The precoder 33 - 1 then transmits the precoded signal to the mobile station 30 .
- the serving base station 31 - 1 when a base station, specifically the serving base station 31 - 1 receives the PMI from the mobile station as the feedback information, the serving base station 31 - 1 also receives PMIs of neighboring base stations including the base station 31 -M, as well as a PMI thereof, so that each base station can generate the precoding matrix using the PMI.
- the serving base station transmits the PMIs for the base stations to corresponding base stations through the backbone network 34 .
- the backbone network 34 may be a communication network defined to transmit/receive and share information between a plurality of neighboring base stations.
- the scheduler 35 may coordinate transmission of the PMIs.
- the scheduler 35 may receive, through the backbone network 34 , channel information obtained through a signal received by each base station from a mobile station and may construct data transmitted to a corresponding mobile station using the channel information.
- the channel information may include channel quality information (CQI) and rank information, as well as the above-described PMI.
- CQI channel quality information
- rank information rank information, as well as the above-described PMI.
- the scheduler 35 selects optimal coding and modulation schemes suitable for a channel state of a corresponding mobile station and may transmit data constructed using the coding and modulation schemes to each base station through the backbone network 34 .
- the mobile station measures channel signals of a serving base station and neighboring base stations for performing a collaborative MIMO scheme and reports, to the serving base station, PMI to be used in each base station for collaborative MIMO based on the measured channel signals.
- the PMI transmitted to each base station for collaborative MIMO may be PMI capable of maximally obtaining a diversity gain when the same signal is received from collaborative base stations and/or may be a PMI capable of maximally obtaining a multiplexing gain when independent signals are received from collaborative base stations.
- the base station may recommend use of PMI information of base stations included in the precoding matrix set DUR min [W 1 , W 2 , . . . , W N ], which has been recommended to restrict use in an interference elimination mode, to raise performance using collaborative MIMO.
- corresponding base stations use a precoding vector or matrix having DUR min transmitted from a scheduler and synchronize a transmission frequency band with a base station to which a mobile station desiring a service belongs.
- the base stations transmit the same data received from the corresponding mobile station or an independent data stream to the corresponding mobile station. Accordingly, the corresponding mobile station raises reception performance for the same signal or increases a reception data transmission rate by receiving a plurality of independent data streams, thereby performing a collaborative MIMO mode.
- a precoding matrix corresponding to a PMI is suppressed as much as possible, employing the same precoding matrix set DUR min [W 1 , W 2 , . . . , W N ]. Therefore, inter-cell interference of a mobile station desiring a service can be minimized.
- a codebook-based closed-loop precoding scheme may be applied according to the above-described embodiment.
- a mobile station can determine PMIs for base stations considering a channel characteristic of neighboring base stations and transmit precoding matrix set information to a serving base station.
- a scheduler can then perform scheduling using the precoding matrix set information.
- the scheduler performs scheduling by determining a PMI used between base stations through the precoding matrix set information and thus interference from neighboring cells can be mitigated, thereby improving a received SINR performance of a mobile station.
- the precoding matrix set information may be applied to codebook-based MIMO for neighboring base stations. Then a unitary characteristic between signals transmitted to a mobile station can be maintained to raise reception performance.
- the precoding matrix set information is applicable to codebook-based beamforming for neighboring base stations. Then strength of a signal transmitted to a mobile station can be amplified. Moreover, interference which may be generated between signals of a plurality of base stations can be mitigated.
- a method for transmitting precoding information in a collaborative MIMO communication system may be achieved by one or more application specific integrated circuits (ASICs), digital signal processors (DSPs), digital signal processing devices (DSPDs), programmable logic devices (PLDs), field programmable gate arrays (FPGAs), processors, controllers, microcontrollers, microprocessors, etc.
- ASICs application specific integrated circuits
- DSPs digital signal processors
- DSPDs digital signal processing devices
- PLDs programmable logic devices
- FPGAs field programmable gate arrays
- a method for transmitting precoding information in a collaborative MIMO communication system may be implemented in the form of a module, a procedure, a function, etc. performing the above-described functions or operations.
- Software code may be stored in a memory unit and executed by a processor.
- the memory unit is located at the interior or exterior of the processor and may transmit and receive data to and from the processor via various known means.
Landscapes
- Engineering & Computer Science (AREA)
- Computer Networks & Wireless Communication (AREA)
- Signal Processing (AREA)
- Physics & Mathematics (AREA)
- Mathematical Physics (AREA)
- Quality & Reliability (AREA)
- Power Engineering (AREA)
- Electromagnetism (AREA)
- Mobile Radio Communication Systems (AREA)
- Radio Transmission System (AREA)
Abstract
Description
- This application is a continuation of, and claims the benefit of U.S. Application No. 12,318,439 filed Dec. 29, 2008 and claims the benefit of priority to Korean Patent Application Nos. 10-2007-0141690 and 10-2008-0120609 filed on Dec. 31, 2007 and Dec. 1, 2008, respectively, each of which are hereby incorporated by reference as if fully set forth herein in their entireties.
- 1. Field of the Invention
- The present invention relates to a communication system of a multi-cell environment, and more particularly, to a method for reducing inter-cell interference in a multi-cell environment and a method for transmitting and receiving a signal by a collaborative multiple-input multiple-output (MIMO) scheme.
- 2. Discussion of the Related Art
- With the popularization of information communication services, the emergence of various multimedia services, and the provision of high-quality services, demand for a wireless communication service has rapidly increased. To actively cope with such demand, the capacity of a communication system should be increased and the reliability of data transmission should be improved.
- To increase communication capacity in wireless communication environments, a method for newly searching available frequency bands and a method for increasing efficiency for limited resources may be considered. As to the latter method, a multiple-input multiple-output (MIMO) scheme has recently drawn attention and has been actively developed. The MIMO scheme obtains a diversity gain by equipping a transmitter and a receiver with a plurality of antennas to additionally ensure a spatial region for utilizing resources, or increases transmission capacity by transmitting data in parallel via the plurality of antennas.
- Generally, the MIMO scheme is considered to raise the reliability of a communication system or to improve transmission efficiency and may be classified into beamforming, spatial diversity, and spatial multiplexing schemes.
- The beamforming scheme and spatial diversity scheme, which use multiple transmit antennas to raise reliability, transmit a single data stream through multiple transmit antennas. The spatial multiplexing scheme, used to raise transmission efficiency, simultaneously transmits multiple data streams via multiple transmit antennas.
- In the spatial multiplexing scheme, the number of simultaneously transmitted data streams is called a spatial multiplexing rate. The spatial multiplexing rate should be appropriately selected according to the number of transmit and receive antennas and to a channel state. Generally, the spatial multiplexing rate which can maximally be obtained is limited to a smaller value of the number of transmit antennas and the number of receive antennas. If correlation of a channel is increased, a low spatial multiplexing rate is used.
- When employing the spatial multiplexing scheme, various gains can be obtained by applying a virtual antenna signaling scheme. For example, since channel environment of multiple data streams become the same by application of the virtual antenna signaling scheme, robust channel quality information (CQI) can be provided and the reliability of a data stream having a bad channel state can be increased.
- Further, a transmit power of physical antennas to which a virtual antenna signaling scheme is applied can be nearly uniformly maintained. In more detail, sets of physical transmit antennas form a plurality of beams each corresponding to a virtual antenna. Different beams are generated not only to transmit the same power from all the physical antennas but also to reserve a channel characteristic.
- The total number of virtual antennas determines an available spatial diversity or spatial multiplexing rate. Moreover, the total number of virtual antennas determines the amount of overhead required to measure space channels. Hereinbelow, the number of physical transmit antennas is denoted by Mr, the number of available virtual transmit antennas is denoted by Me, and the number of simultaneously transmitted layers is denoted by M. The layer indicates a transmission symbol which is independently coded and modulated for transmission.
- Meanwhile, a precoding scheme refers to a spatial processing scheme to raise the reliability of a communication system and to improve transmission efficiency. The precoding scheme can be used irrespective of a spatial multiplexing rate in a multiple antenna system and increases a signal-to-noise ratio (SNR) of a channel. Generally, a transmitting side multiplies the most proper matrix or vector in a current channel environment by data for transmission. The multiplied matrix or vector is fed back from a receiving side. If the transmitting side can determine channel information of a downlink, a proper matrix or vector can be selectively used.
- An object of the present invention devised to solve the problem lies in providing a method for efficiently reducing inter-cell interference in a multi-cell environment and a method for transmitting and receiving a signal by a collaborative MIMO scheme.
- One aspect of the present invention for achieving the object provides a method for mitigating, by a mobile station, inter-cell interference in a multi-cell environment.
- In one embodiment, a method for mitigating inter-cell interference includes measuring the channel from at least one neighboring base station generating interference with a signal received from a serving base station, determining at least one of a first precoding matrix index in which the interference is maximized and a second precoding matrix index in which the interference is minimized, wherein the first and second precoding matrix indexes are determined based on the measured channel, and transmitting the at least one of the first and second precoding matrix indexes to the serving base station together with corresponding base station identifier information.
- The first precoding matrix index may be a precoding matrix index for requesting the at least one neighboring base station to restrict use of the precoding matrix index, and the second precoding matrix index may be a precoding matrix index for requesting the at least one neighboring base station to recommend use of the precoding matrix index.
- The transmitting of the at least one of the first and second precoding matrix indexes may further transmit interference amount information from the at least one neighboring base station.
- Two or more first precoding matrix indexes and two or more second precoding matrix indexes may be determined in order of maximum interference or minimum interference based on the measured channel and may be transmitted to the serving base station.
- The first and second precoding matrix indexes transmitted to the serving base station together with the base station identifier information may be transmitted to a neighboring base station corresponding to the base station identifier information via the serving base station.
- In another embodiment, a method for mitigating inter-cell interference includes measuring the channel from at least one neighboring base station generating interference with a signal received from a serving base station, and calculating an interference value based on the measured channel signal and transmitting the interference value to the serving base station, wherein the interference value is used to determine priority for selection of a precoding matrix index in each base station, and information about the priority is transmitted from the serving base station to the at least one neighboring base station.
- The interference value may include at least one of signal to interference plus noise ratio (SINR), normalized interference power, and interference over thermal (IoT).
- The priority for the selection of the precoding matrix index may be used to determine the precoding matrix index used in each base station, when a request for use restriction of a specific precoding index and a request for use recommendation of the specific precoding index from two or more mobile stations collide.
- The measured interference value is transmitted to the serving base station together with corresponding base station identifier information.
- The method may further includes, after measuring the channel, determining at least one of a first precoding matrix index in which interference is maximized and a second precoding matrix index in which interference is minimized, and transmitting the at least one of the first and second precoding matrix indexes to the serving base station together with corresponding base station identifier information.
- Another aspect of the present invention for achieving the object provides a method for mitigating, by a specific base station, inter-cell interference in a multi-cell environment.
- In one embodiment, a method for mitigating inter-cell interference includes receiving, from a mobile station, at least one of a first precoding matrix index in which interference is maximized and a second precoding matrix index in which the interference is minimized, together with corresponding base station identifier information, wherein the interference is generated by a channel signal of at least one neighboring base station with respect to a signal transmitted by the specific base station to the mobile station, and transmitting the at least one of the first and second precoding matrix indexes to the at least one neighboring base station according to the base station identifier information.
- In another embodiment, a method for mitigating inter-cell interference includes receiving, from a mobile station, an interference value used to determine priority for selection of a precoding matrix in each base station, and transmitting priority information based on the interference value to at least one neighboring base station, wherein the interference value is the amount of interference caused by a channel signal of at least one neighboring base station with respect to a signal transmitted to the mobile station by the specific base station.
- A further aspect of the present invention provides a method for receiving, by a mobile station, a signal by a collaborative multiple-input multiple-output (Co-MIMO) scheme in a multi-cell environment.
- In one embodiment, a method for receiving a signal by a collaborative MIMO scheme includes measuring a channel signal received from a serving base station and collaborative base stations including at least one neighboring base station, wherein the collaborative base stations perform the collaborative MIMO scheme together with the serving base station, determining precoding matrix indexes for each of the collaborative base stations and reporting the precoding matrix indexes to the serving base station, and receiving the same signal or independent signals from the collaborative base stations.
- The precoding matrix indexes for each of the collaborative base stations may be selected based on a codebook predetermined by a system.
- The precoding matrix indexes for each of the collaborative base stations may be determined by selecting precoding matrix indexes in which a multi-cell diversity gain or a multi-cell multiplexing gain is maximally obtained, when the mobile station collaboratively receives the same signal or independent signals from the collaborative base stations.
- The precoding matrix indexes for each of the collaborative base stations may be determined by sequentially selecting a prescribed number of precoding matrix indexes in which a multi-cell diversity gain or a multi-cell multiplexing gain is maximally obtained, when the mobile station collaboratively receives the same signal or independent signals from the collaborative base stations.
- The collaborative base stations may share resource allocation information for the mobile station and transmit the same signal or independent signals to the mobile station using a common resource.
- The precoding matrix indexes reported to the serving base station may be respectively transmitted from the serving base station to the collaborative base stations via an interface between networks, for example, via a backbone network connecting the base stations.
- The mobile station may receive the same signal from the collaborative base stations when the collaborative base stations are operated in a multi-cell diversity mode, and the mobile station may receive the independent signals from the collaborative base stations when the collaborative base stations are operated in a multi-cell multiplexing mode.
- Another aspect of the present invention provides a method for transmitting, by a specific base station, a signal together with at least one neighboring base station by a collaborative MIMO scheme.
- In one embodiment, a method for transmitting a signal by a collaborative MIMO scheme includes receiving, from a mobile station that receives a signal by the collaborative MIMO scheme,
- precoding matrix indexes for each of the specific base station and collaborative base stations including at least one neighboring base station, wherein the collaborative base stations perform the collaborative MIMO scheme together with the specific base station, transmitting the precoding matrix indexes for each of the collaborative base stations to the at least one neighboring base station via an interface between networks, and transmitting the same signal or independent signals to the mobile station together with the at least one neighboring base station.
- According to the present invention, inter-cell interference can be efficiently removed in a multi-cell environment and a signal can be efficiently transmitted and received by a collaborative MIMO scheme.
- When transmitting a data signal of one mobile station from a plurality of base stations in a multi-cell environment, closed-loop precoding can be performed by sharing precoding matrix information transmitted from the mobile station.
- A scheduler can determine a precoding matrix of a plurality of adjacent base stations by combining precoding matrix information received from the mobile station. Since channels of the adjacent base stations are considered, interference entering a corresponding mobile station from the adjacent base stations can be mitigated.
- When applying the precoding matrix information to codebook-based MIMO for adjacent base stations, reception performance in a mobile station can be raised by maintaining a unitary characteristic between signals transmitted to the mobile station.
- When applying the precoding matrix information to codebook-based beamforming for adjacent base stations, the strength of a signal transmitted to a mobile station can be amplified. Furthermore, interference which may be generated between signals of a plurality of base stations transmitted to the mobile station can be mitigated.
- The accompanying drawings, which are included to provide a further understanding of the invention, illustrate embodiments of the invention and together with the description serve to explain the principle of the invention.
- In the drawings:
-
FIG. 1 illustrates signal transmission and reception considering potential interference in a communication system having a multi-cell environment; -
FIG. 2 illustrates a signal transmission and reception method in a communication system having a multi-cell environment according to an exemplary embodiment of the present invention; -
FIG. 3 illustrates an example of a method for determining a precoding matrix index of each base station in a scheduler according to an exemplary embodiment of the present invention; -
FIG. 4 illustrates signal transmission and reception in a communication system to which a collaborative MIMO scheme is applied in a multi-cell environment; and -
FIG. 5 illustrates a signal transmission and reception method in a communication system to which a collaborative MIMO scheme is applied according to an exemplary embodiment of the present invention. - Reference will now be made in detail to the exemplary embodiments of the present invention, examples of which are illustrated in the accompanying drawings. The detailed description, which will be given below with reference to the accompanying drawings, is intended to explain exemplary embodiments of the present invention, rather than to show the only embodiments that can be implemented according to the invention. The following detailed description includes specific details in order to provide a thorough understanding of the present invention. However, it will be apparent to those skilled in the art that the present invention may be practiced without such specific details. For example, the following description will be given centering on specific terms, but the present invention is not limited thereto and any other terms may be used to represent the same meanings.
- In some instances, known structures and/or devices are omitted or are shown in block diagram and/or flow chart form, focusing on important features of the structures and/or devices, so as not to obscure the concept of the present invention. The same reference numbers will be used throughout this specification to refer to the same or like parts.
- Exemplary embodiments described hereinbelow are combinations of elements and features of the present invention. The elements or features may be considered selective unless otherwise mentioned. Each element or feature may be practiced without being combined with other elements or features. Further, an embodiment of the present invention may be constructed by combining parts of the elements and/or features. Operation orders described in embodiments of the present invention may be rearranged. Some constructions of any one embodiment may be included in another embodiment and may be replaced with corresponding constructions of another embodiment.
- In exemplary embodiments of the present invention, a description is made of a data transmission and reception relationship between a base station and a mobile station. Here, the term ‘base station’ refers to a terminal node of a network communicating directly with the mobile station. In some cases, a specific operation described as performed by the base station may be performed by an upper node of the base station. Namely, it is apparent that, in a network comprised of a plurality of network nodes including a base station, various operations performed for communication with a mobile station may be performed by the base station, or network nodes other than the base station. The term ‘base station’ may be replaced with the term ‘fixed station’, ‘Node B’, ‘eNode B’ (eNB), ‘access point’, etc. The term ‘mobile station’ may be replaced with the term ‘user equipment’, ‘mobile subscriber station’ (MSS), etc.
- In case of a communicating mobile station, especially, a mobile station in an edge of each cell in a multi-cell environment, a signal transmitted from a serving base station to the mobile station is weak in strength and a probability of generating interference is high due to signals transmitted to the mobile station from other neighboring base stations. Accordingly, the mobile station in an edge of a cell may efficiently mitigate inter-cell interference in consideration of a communication environment or improve reception performance of a user through collaborative MIMO as will be described hereinbelow.
-
FIG. 1 illustrates the concept of potential interference in signal transmission and reception of a communication system having a multi-cell environment. - When a plurality of base stations located in two or more cell regions transmit signals to one mobile station, interference may occur in a mobile station in one cell due to signals transmitted to mobile stations in other cells, as shown in
FIG. 1 . - Referring to
FIG. 1 , mobile stations (MS1, MS2, and MS3) 23, 24, and 25 receive signals from base stations (BS1, BS2, and BS3) 20, 21, and 22. A signal {circle around (1)} transmitted from thebase station 20 to themobile stations mobile station 23. A signal {circle around (2)} transmitted from the base station 21 to themobile station 25 may create interference with respect to themobile station 24. Similarly, a signal {circle around (3)} transmitted from thebase station 22 to themobile station 23 may create interference with respect to themobile station 25. - Exemplary embodiments of the present invention which will be described hereinbelow provide a signal transmission method capable of reducing interference caused by signals transmitted from a plurality of base stations, through a closed-loop operation employing a codebook in using precoding information in a communication system having a multi-cell environment.
-
FIG. 2 illustrates a signal transmission and reception method in a communication system having a multi-cell environment according to an exemplary embodiment of the present invention. - An example of a method will now be described in detail for minimizing interference in neighboring cells when applying codebook-based closed-loop precoding to a mobile station in an edge of a cell, according to the exemplary embodiment of the present invention.
- In step S40, a mobile station, especially, a mobile station positioned in an edge of a cell may perform a channel estimation for the same frequency band of each base station BS1 to BSN of neighboring cells including a serving base station. The mobile station determines signal strength of each base station based on the channel estimation result for each base station.
- The mobile station may detect a codebook index in which signal strength of the serving base station is maximized by minimizing interference and cause the neighboring cells to use the codebook index, thereby minimizing interference in the neighboring cells. Alternatively, the mobile station may cause the neighboring cells not to use a codebook index in which signal strength of the serving base station is minimized by maximizing interference, thereby minimizing interference in the neighboring cells. The above methods may be used simultaneously.
- Assuming that the neighboring base stations BS1 to BSN use a common codebook with respect to the mobile station, for example, the mobile station located in an edge of a cell estimates channels through pilot signals received from the respective base stations in step S40. In step S41, the mobile station calculates covariance values RW1, RW2, . . . , RWN by sequentially applying a precoding matrix in order of a precoding matrix index (PMI) from the common codebook. Here, subscripts of the covariance values indicate precoding matrices applied to each base station and denote identifiers for discriminating the base stations.
- If the mobile station is located in the base station BS1, the values RW2, RW3, . . . , RWN except for RW1 indicating a signal component of the serving base station BS1 may act as interference components.
- A method for detecting a codebook index in which signal strength of the base station BS1 is maximized and a method for detecting a codebook index in which signal strength of the base station BS1 is minimized may be expressed by the following Formula 1 and
Formula 2, respectively. -
- In Formula 1 and
Formula 2, Wi,max denotes a precoding matrix maximizing signal strength of an i-th base station BSi, Wi,min denotes a precoding matrix minimizing signal strength of the i-th base station BSi. - Wi,max and Wi,min may be calculated through codebook search of a channel received from the i-th base station BSi. A precoding matrix having a maximum desired to undesired signal power ratio DURmax or a minimum desired to undesired signal power ratio DURmin may be obtained by calculating Wi,max and Wi,min. Namely, to obtain DURmax, a precoding matrix is applied in which signal strength of the serving base station is maximized and signal strengths of neighboring base stations are minimized. To obtain DURmin, a precoding matrix is applied in which signal strength of the serving base station is maximized and signal strengths of neighboring base stations are also maximized.
- RW1, RW2, . . . , RWN indicate signal strength of each base station and may be expressed in the form of covariance as shown in the following
Formula 3 using, for example, the channel estimated by the mobile station through a signal received from each base station in step S40 and the codebook applied commonly between each base station and the mobile station. -
- In
Formula 3, H1, H2, . . . , HN indicate channels estimated by the mobile station through signals received from the respective base stations, and W1, W2, . . . , WN may be determined as specific precoding matrices according to channel estimation of signals received from the base stations among precoding matrices included in the codebook used commonly in the base stations and the mobile station. Namely, signal strength of each precoding matrix is determined by applying the precoding matrices included in the commonly used codebook toFormula 3. DURmax or DURmin in Formula 1 andFormula 2 may be calculated using the determined signal strength of each precoding matrix. - In step S41, the mobile station may calculate DURmax and DURmin by applying the precoding matrix included in a codebook of each base station through Formula 1 to
Formula 3. In step S42, the mobile station may construct a precoding matrix set DURmax [W1, W2, . . . , WN] including precoding matrices of the respective base stations determining DURmax and a precoding matrix set DURmin [W1, W2, . . . , WN] including precoding matrices of the respective base stations determining DURmin. - Next, the mobile station may transmit DURmax and/or DURmin, and corresponding precoding matrix set information to the serving base station. The mobile station may further transmit interference control mode start information, corresponding cell identifier (ID), etc. A numeral N may be limited to 1 or 2 in consideration of operational capabilities of the mobile station, overhead for uplink feedback information, interference strength, etc.
- The serving base station transmits DURmax and/or DURmin, and the precoding matrix set information to a scheduler through a network interface, for example, a backbone network. The serving base station may transmit only the precoding matrix set information considering uplink overhead.
- To update PMI, to prevent deterioration in performance due to a transmission delay of the backbone network, and to prevent an increase in overhead of the serving base station, the mobile station may transmit the precoding matrix set information including PMIs of neighboring base stations through an uplink channel of a corresponding base station without passing through the serving base station.
- To effectively use wireless resources based on information received via the backbone network, the scheduler may select or combine a precoding matrix suitable for each base station according to a specific scheduling algorithm and determine a PMI for each base station, in step S45.
- For example, the scheduler is operated such that a precoding matrix included in the precoding matrix set DURmax [W1, W2, . . . , WN] is first selected and a precoding matrix included in the precoding matrix set DURmin [W1, W2, . . . , WN] is not selected. That is, the scheduler may allocate a precoding vector or matrix suitable for a base station corresponding to each corresponding base station ID or restrict use of the precoding vector or matrix.
- In step S44, the scheduler may preset a variable reference value considering channel environment or system environment and compare DURmax or DURmin with the reference value.
- In step S46, the scheduler transmits the PMI for each base station determined in step S45 to a corresponding base station through the backbone network.
-
FIG. 3 illustrates an example of a method for determining a PMI of each base station in a scheduler according to an exemplary embodiment of the present invention - The scheduler, which performs a coordination function between base stations in a cell boundary, sets a reference value to obtain precoding matrices W1, W2, . . . , WN for respective base stations as illustrated in
FIG. 3 and can perform scheduling such that an SINR of a received signal of each mobile station may be maximized, using PMI information transmitted to base stations from mobile stations located in edges of a cell. - The scheduler serves to receive and apply precoding matrix set information which can obtain maximum performance in each base station. However, in some cases, precoding cannot be performed according to the precoding matrix set information that can obtain maximum performance in consideration of a relationship with other neighboring base stations.
- For example, although a base station BS1 transmits precoding matrix set information including a precoding matrix index PMI_1 as precoding matrix set information of maximum performance, a base station BS2, which is a neighboring base station, may transmit the precoding matrix set information including the precoding matrix index PMI_1 as precoding matrix set information of minimum performance.
- Then although the base station BS1 can not use the precoding matrix index PMI_1, the scheduler may inform the base station so as to use a precoding matrix which is recombined by other precoding matrices approximating to the maximum performance.
- For example, the scheduler may determine a PMI suitable for each base station according to
DUR max 50 andDUR min 51. That is, the scheduler may perform scheduling with respect to a specific base station to cause mobile stations within a cell thereof not to use a PMI leading toDUR min 51 or a similar value thereto or may recommend that the mobile stations use a PMI leading toDUR max 50 or a similar value thereto. In this case, the PMI transmitted to each base station may guarantee performance above athreshold value 52 set by the scheduler. - When scheduling a PMI for each base station as illustrated in
FIG. 3 , if scheduling is performed to restrict a PMI generating strong interference between base stations, a collision problem may occur while neighboring mobile stations in edges of a cell try to restrict the PMI. In this case, the mobile station can solve the collision problem using a look-up table which quantizes sizes of interference signals to be controlled to a given range of interference amount. Namely, the mobile station informs the base station of a corresponding quantization level by comparing look-up table values, and the scheduler allocates priority to the mobile stations according to the quantization level, thereby preventing collision of PMIs between mobile stations. - In more detail, the mobile station measures channel signals of a serving base station and neighboring base stations generating interference with a signal received from the serving base station and calculates an interference value based on the measured channel signal, for transmission to the serving base station. The interference value may include signal to interference plus noise ratio (SINR), normalized interference power, and interference over thermal (IoT).
- The interference value may be used to determine priority in selecting a PMI in each base station. Interference value information received by the serving base station is used to determine priority for selection of a precoding matrix index in each base as described above and priority information may be transmitted to neighboring base stations through a backbone network. The interference value information may be transmitted to the serving base station from the mobile station, together with ID information of a corresponding base station generating interference.
- Meanwhile, if the base station scheduler desires to allocate PMI information to each base station in order to reduce overhead for an uplink control signal, the scheduler may demand that corresponding mobile stations feed back quantization level information of interference amount, only when a PMI to be restricted or suppressed collides with a PMI of a counterpart base station.
- As described above, a method for transmitting PMI in which interference is maximized and/or a PMI in which interference is minimized in a multi-cell environment may be used by combination with a method for transmitting interference value information used to determine priority in selecting a PMI in each base station.
- In another aspect of the present invention, if it is necessary to raise reception performance according to quality of service (QoS) demanded by a mobile station in an edge of a cell, a collaborative multi-cell MIMO scheme rather than an interference elimination mode in a multi-cell environment may be applied. In one embodiment, a mobile station may transmit, to a serving base station, mode conversion information which can be used in selecting one of a collaborative MIMO mode or an inter-cell interference mitigation mode. Such mode conversion may be determined by a base station or a network end rather than the mobile station and may be signaled to the mobile station.
-
FIG. 4 illustrates signal transmission and reception in a communication system to which a collaborative MIMO scheme is applied in a multi-cell environment. - According to this embodiment, MIMO is applied using a plurality of base stations in a multi-cell environment, unlike conventional application of MIMO in a single-cell environment to achieve diversity, single-user MIMO, and multi-user MIMO.
- Referring to
FIG. 4 , a mobile station (MS1) 13 receives signals from base stations (BS1 and BS3) 10 and 12, a mobile station (MS2) 14 receives signals from base stations (BS1 and BS2) 10 and 11, and a mobile station (MS3) 15 receives signals from base stations (BS2 and BS3) 11 and 12. Data transmitted to a mobile station from a plurality of base stations is constructed in a scheduler considering the plurality of base stations and then is transmitted to each base station through an interface between networks, for example, through abackbone network 17. - Signals received from the respective base stations may be the same or different. When the same data is received from the respective base stations, a diversity gain can be obtained. When different data is received from the respective base stations, a multiplexing gain can be obtained by raising a data transmission rate, that is, data processing amount.
- Similarly to raising reception performance by single-user MIMO or multi-user MIMO through multiple antennas of a base station in the same cell, a mobile station may implement diversity, single-user MIMO, or multi-user MIMO by receiving a signal of the same channel from base stations located in a plurality of neighboring cells. Especially, a mobile station in an edge of a cell which is liable to be subject to interference from neighboring cells may implement, when employing this situation in reverse, diversity, single-user MIMO, or multi-user MIMO by receiving a signal for the same channel from neighboring base stations.
- Since a plurality of independent streams are transmitted to multiple mobile stations or a specific mobile station, when a collaborative MIMO scheme is applied to implement single-user MIMO or multi-user MIMO, a plurality of base stations may receive channel state information (CSI) from the mobile stations and estimate a channel using the CSI. Each base station independently generates an antenna weight based on the channel estimation result, and precodes and transmits the antenna weight.
-
FIG. 5 illustrates a signal transmission and reception method in a communication system to which a collaborative MIMO scheme is applied according to an exemplary embodiment of the present invention. - Referring to
FIG. 5 , M base stations, including a serving base station 31-1 and (M−1) neighboring base stations, transmit a data stream d to amobile station 30 by a collaborative MIMO scheme. In this case, the serving base station 31-1 and the neighboring base stations including BSM 31-M transmit, to the mobile stations, the data stream d which is constructed based on information received by ascheduler 35 and transmitted through abackbone network 34. - Data transmitted to each base station may be the same or different data. However, the data transmitted to each base station may be data which is appropriately coded and modulated according to channel information transmitted from each base station.
- Construction of the base station 31-1 among a plurality of base stations will now be described in detail. The base station 31-1 receives the data stream d through the
backbone network 34 and then precodes the data stream d before transmission to themobile station 30. A precoding matrix generator 32-1 generates a weight or a precoding matrix used to perform precoding. - The precoding matrix generator 32-1 may generate the weight or precoding matrix using a codebook. For example, the
mobile station 30 transmits PMI as feedback information and the precoding matrix generator 32-1 may generate the precoding matrix using the PMI received as the feedback information from themobile station 30. - A precoder 33-1 performs precoding by multiplying the generated weight or precoding matrix by the data stream d. The precoder 33-1 then transmits the precoded signal to the
mobile station 30. - According to this embodiment, when a base station, specifically the serving base station 31-1 receives the PMI from the mobile station as the feedback information, the serving base station 31-1 also receives PMIs of neighboring base stations including the base station 31-M, as well as a PMI thereof, so that each base station can generate the precoding matrix using the PMI.
- The serving base station transmits the PMIs for the base stations to corresponding base stations through the
backbone network 34. Thebackbone network 34 may be a communication network defined to transmit/receive and share information between a plurality of neighboring base stations. Thescheduler 35 may coordinate transmission of the PMIs. - The
scheduler 35 may receive, through thebackbone network 34, channel information obtained through a signal received by each base station from a mobile station and may construct data transmitted to a corresponding mobile station using the channel information. The channel information may include channel quality information (CQI) and rank information, as well as the above-described PMI. Through the channel information, thescheduler 35 selects optimal coding and modulation schemes suitable for a channel state of a corresponding mobile station and may transmit data constructed using the coding and modulation schemes to each base station through thebackbone network 34. - According to the above-described embodiment, if it is determined that collaborative MIMO can obtain a received SINR for target QoS rather than removing interference, corresponding information, for example, one bit may be added for transmission to a serving base station. In this case, the mobile station measures channel signals of a serving base station and neighboring base stations for performing a collaborative MIMO scheme and reports, to the serving base station, PMI to be used in each base station for collaborative MIMO based on the measured channel signals. The PMI transmitted to each base station for collaborative MIMO may be PMI capable of maximally obtaining a diversity gain when the same signal is received from collaborative base stations and/or may be a PMI capable of maximally obtaining a multiplexing gain when independent signals are received from collaborative base stations. For example, if a base station receives corresponding information from a mobile station, the base station may recommend use of PMI information of base stations included in the precoding matrix set DURmin[W1, W2, . . . , WN], which has been recommended to restrict use in an interference elimination mode, to raise performance using collaborative MIMO.
- For collaborative MIMO, corresponding base stations use a precoding vector or matrix having DURmin transmitted from a scheduler and synchronize a transmission frequency band with a base station to which a mobile station desiring a service belongs. The base stations transmit the same data received from the corresponding mobile station or an independent data stream to the corresponding mobile station. Accordingly, the corresponding mobile station raises reception performance for the same signal or increases a reception data transmission rate by receiving a plurality of independent data streams, thereby performing a collaborative MIMO mode.
- In an inter-cell interference mitigation mode, a precoding matrix corresponding to a PMI is suppressed as much as possible, employing the same precoding matrix set DURmin [W1, W2, . . . , WN]. Therefore, inter-cell interference of a mobile station desiring a service can be minimized.
- Although a mobile station located in an edge of a cell experiences weak reception performance due to inter-cell interference, a codebook-based closed-loop precoding scheme may be applied according to the above-described embodiment.
- A mobile station can determine PMIs for base stations considering a channel characteristic of neighboring base stations and transmit precoding matrix set information to a serving base station. A scheduler can then perform scheduling using the precoding matrix set information.
- The scheduler performs scheduling by determining a PMI used between base stations through the precoding matrix set information and thus interference from neighboring cells can be mitigated, thereby improving a received SINR performance of a mobile station.
- Meanwhile, the precoding matrix set information may be applied to codebook-based MIMO for neighboring base stations. Then a unitary characteristic between signals transmitted to a mobile station can be maintained to raise reception performance.
- The precoding matrix set information is applicable to codebook-based beamforming for neighboring base stations. Then strength of a signal transmitted to a mobile station can be amplified. Moreover, interference which may be generated between signals of a plurality of base stations can be mitigated.
- The exemplary embodiments of the present invention may be achieved by various means, for example, hardware, firmware, software, or a combination thereof. In a hardware configuration, a method for transmitting precoding information in a collaborative MIMO communication system according to the exemplary embodiment of the present invention may be achieved by one or more application specific integrated circuits (ASICs), digital signal processors (DSPs), digital signal processing devices (DSPDs), programmable logic devices (PLDs), field programmable gate arrays (FPGAs), processors, controllers, microcontrollers, microprocessors, etc.
- In a firmware or software configuration, a method for transmitting precoding information in a collaborative MIMO communication system according to the exemplary embodiments of the present invention may be implemented in the form of a module, a procedure, a function, etc. performing the above-described functions or operations. Software code may be stored in a memory unit and executed by a processor. The memory unit is located at the interior or exterior of the processor and may transmit and receive data to and from the processor via various known means.
- It will be apparent to those skilled in the art that various modifications and variations can be made in the present invention without departing from the spirit or scope of the invention. Thus, it is intended that the present invention cover the modifications and variations of this invention provided they come within the scope of the appended claims and their equivalents.
Claims (13)
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US13/345,506 US8190094B2 (en) | 2007-12-31 | 2012-01-06 | Method for reducing inter-cell interference |
Applications Claiming Priority (6)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
KR10-2007-0141690 | 2007-12-31 | ||
KR20070141690 | 2007-12-31 | ||
KR10-2008-0120609 | 2008-12-01 | ||
KR1020080120609A KR100991793B1 (en) | 2007-12-31 | 2008-12-01 | How to reduce intercell interference |
US12/318,439 US8140019B2 (en) | 2007-12-31 | 2008-12-29 | Method for reducing inter-cell interference |
US13/345,506 US8190094B2 (en) | 2007-12-31 | 2012-01-06 | Method for reducing inter-cell interference |
Related Parent Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
US12/318,439 Continuation US8140019B2 (en) | 2007-12-31 | 2008-12-29 | Method for reducing inter-cell interference |
Publications (2)
Publication Number | Publication Date |
---|---|
US20120108278A1 true US20120108278A1 (en) | 2012-05-03 |
US8190094B2 US8190094B2 (en) | 2012-05-29 |
Family
ID=41331069
Family Applications (6)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
US12/318,437 Expired - Fee Related US8179819B2 (en) | 2007-12-31 | 2008-12-29 | Method for transmitting and receiving signals using collaborative MIMO scheme |
US12/318,438 Expired - Fee Related US8369788B2 (en) | 2007-12-31 | 2008-12-29 | Method for reducing inter-cell interference |
US12/318,439 Expired - Fee Related US8140019B2 (en) | 2007-12-31 | 2008-12-29 | Method for reducing inter-cell interference |
US13/287,032 Active US8705404B2 (en) | 2007-12-31 | 2011-11-01 | Method for transmitting and receiving signals using collaborative MIMO scheme |
US13/345,506 Expired - Fee Related US8190094B2 (en) | 2007-12-31 | 2012-01-06 | Method for reducing inter-cell interference |
US14/033,217 Expired - Fee Related US9084229B2 (en) | 2007-12-31 | 2013-09-20 | Method for transmitting and receiving signals using collaborative MIMO scheme |
Family Applications Before (4)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
US12/318,437 Expired - Fee Related US8179819B2 (en) | 2007-12-31 | 2008-12-29 | Method for transmitting and receiving signals using collaborative MIMO scheme |
US12/318,438 Expired - Fee Related US8369788B2 (en) | 2007-12-31 | 2008-12-29 | Method for reducing inter-cell interference |
US12/318,439 Expired - Fee Related US8140019B2 (en) | 2007-12-31 | 2008-12-29 | Method for reducing inter-cell interference |
US13/287,032 Active US8705404B2 (en) | 2007-12-31 | 2011-11-01 | Method for transmitting and receiving signals using collaborative MIMO scheme |
Family Applications After (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
US14/033,217 Expired - Fee Related US9084229B2 (en) | 2007-12-31 | 2013-09-20 | Method for transmitting and receiving signals using collaborative MIMO scheme |
Country Status (6)
Country | Link |
---|---|
US (6) | US8179819B2 (en) |
EP (3) | EP2227868A4 (en) |
JP (4) | JP5134094B2 (en) |
KR (3) | KR100991792B1 (en) |
CN (4) | CN101911540B (en) |
WO (3) | WO2009084905A2 (en) |
Cited By (36)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20110218001A1 (en) * | 2010-03-05 | 2011-09-08 | Institute For Information Industry | Interference reduction apparatus and interference reduction method thereof |
US20110222615A1 (en) * | 2010-03-15 | 2011-09-15 | Industrial Technology Research Institute. | Methods and apparatus for reducing uplink multi-base station interference |
US20120020425A1 (en) * | 2009-04-02 | 2012-01-26 | Samsung Electronics Co., Ltd. | Apparatus and method for minimizing errors by a cell edge user in a multi-cell communication system |
US20120093267A1 (en) * | 2009-06-30 | 2012-04-19 | Zte Corporation | Method for Unifying Secondary Synchronization Signal Detection and Frame Timing Synchronization |
US20120094650A1 (en) * | 2009-03-03 | 2012-04-19 | Zhongding Lei | Method of communication |
US20120314808A1 (en) * | 2010-01-20 | 2012-12-13 | Ntt Docomo, Inc. | Precoding weight generation method, mobile station apparatus and base station apparatus |
WO2014082048A1 (en) * | 2012-11-26 | 2014-05-30 | Rearden, Llc | Exploiting inter-cell multiplexing gain in wireless cellular systems |
WO2014165293A2 (en) * | 2013-03-12 | 2014-10-09 | Rearden, Llc | Systems and methods for exploiting inter-cell multiplexing gain in wireless cellular systems via distributed input distributed output technology |
WO2014165289A1 (en) * | 2013-03-12 | 2014-10-09 | Rearden, Llc | Systems and methods for exploiting inter-cell multiplexing gain in wireless cellular systems via distributed input distributed output technology |
WO2015147546A1 (en) | 2014-03-25 | 2015-10-01 | Samsung Electronics Co., Ltd. | Method and apparatus for scheduling in a multi-input multi-output system |
WO2016013889A1 (en) * | 2014-07-25 | 2016-01-28 | 엘지전자 주식회사 | Method and apparatus for inter-cell interference cancellation in wireless communication system |
US9819403B2 (en) | 2004-04-02 | 2017-11-14 | Rearden, Llc | System and method for managing handoff of a client between different distributed-input-distributed-output (DIDO) networks based on detected velocity of the client |
US9826537B2 (en) | 2004-04-02 | 2017-11-21 | Rearden, Llc | System and method for managing inter-cluster handoff of clients which traverse multiple DIDO clusters |
US9973246B2 (en) | 2013-03-12 | 2018-05-15 | Rearden, Llc | Systems and methods for exploiting inter-cell multiplexing gain in wireless cellular systems via distributed input distributed output technology |
US10200094B2 (en) | 2004-04-02 | 2019-02-05 | Rearden, Llc | Interference management, handoff, power control and link adaptation in distributed-input distributed-output (DIDO) communication systems |
US10243623B2 (en) | 2004-07-30 | 2019-03-26 | Rearden, Llc | Systems and methods to enhance spatial diversity in distributed-input distributed-output wireless systems |
US10277290B2 (en) | 2004-04-02 | 2019-04-30 | Rearden, Llc | Systems and methods to exploit areas of coherence in wireless systems |
US10320455B2 (en) | 2004-04-02 | 2019-06-11 | Rearden, Llc | Systems and methods to coordinate transmissions in distributed wireless systems via user clustering |
US10333604B2 (en) | 2004-04-02 | 2019-06-25 | Rearden, Llc | System and method for distributed antenna wireless communications |
US10349417B2 (en) | 2004-04-02 | 2019-07-09 | Rearden, Llc | System and methods to compensate for doppler effects in multi-user (MU) multiple antenna systems (MAS) |
US10425134B2 (en) | 2004-04-02 | 2019-09-24 | Rearden, Llc | System and methods for planned evolution and obsolescence of multiuser spectrum |
US10488535B2 (en) | 2013-03-12 | 2019-11-26 | Rearden, Llc | Apparatus and method for capturing still images and video using diffraction coded imaging techniques |
US10547358B2 (en) | 2013-03-15 | 2020-01-28 | Rearden, Llc | Systems and methods for radio frequency calibration exploiting channel reciprocity in distributed input distributed output wireless communications |
US10707949B2 (en) | 2016-02-23 | 2020-07-07 | Softbank Corp. | Communication system, base station and communication control method |
US10749582B2 (en) | 2004-04-02 | 2020-08-18 | Rearden, Llc | Systems and methods to coordinate transmissions in distributed wireless systems via user clustering |
US10886979B2 (en) | 2004-04-02 | 2021-01-05 | Rearden, Llc | System and method for link adaptation in DIDO multicarrier systems |
US10985811B2 (en) | 2004-04-02 | 2021-04-20 | Rearden, Llc | System and method for distributed antenna wireless communications |
US11050468B2 (en) | 2014-04-16 | 2021-06-29 | Rearden, Llc | Systems and methods for mitigating interference within actively used spectrum |
US11189917B2 (en) | 2014-04-16 | 2021-11-30 | Rearden, Llc | Systems and methods for distributing radioheads |
US11190947B2 (en) | 2014-04-16 | 2021-11-30 | Rearden, Llc | Systems and methods for concurrent spectrum usage within actively used spectrum |
US11233549B2 (en) | 2017-06-16 | 2022-01-25 | Huawei Technologies Co., Ltd. | Information transmission method and apparatus |
US11290162B2 (en) | 2014-04-16 | 2022-03-29 | Rearden, Llc | Systems and methods for mitigating interference within actively used spectrum |
US11309943B2 (en) | 2004-04-02 | 2022-04-19 | Rearden, Llc | System and methods for planned evolution and obsolescence of multiuser spectrum |
RU2772115C2 (en) * | 2012-11-26 | 2022-05-17 | Риарден, Ллк | Use of inter-cellular growth due to multiplexing in wireless cellular systems |
US11394436B2 (en) | 2004-04-02 | 2022-07-19 | Rearden, Llc | System and method for distributed antenna wireless communications |
US11451275B2 (en) | 2004-04-02 | 2022-09-20 | Rearden, Llc | System and method for distributed antenna wireless communications |
Families Citing this family (153)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20050103717A1 (en) | 2003-11-13 | 2005-05-19 | United States Filter Corporation | Water treatment system and method |
US8170081B2 (en) * | 2004-04-02 | 2012-05-01 | Rearden, LLC. | System and method for adjusting DIDO interference cancellation based on signal strength measurements |
US10187133B2 (en) * | 2004-04-02 | 2019-01-22 | Rearden, Llc | System and method for power control and antenna grouping in a distributed-input-distributed-output (DIDO) network |
US7633994B2 (en) | 2004-07-30 | 2009-12-15 | Rearden, LLC. | System and method for distributed input-distributed output wireless communications |
US8571086B2 (en) * | 2004-04-02 | 2013-10-29 | Rearden, Llc | System and method for DIDO precoding interpolation in multicarrier systems |
US7917176B2 (en) * | 2006-02-14 | 2011-03-29 | Nec Laboratories America, Inc. | Structured codebook and successive beamforming for multiple-antenna systems |
KR100765892B1 (en) | 2006-08-30 | 2007-10-10 | 주식회사 팬택 | Method for Controlling Intercell Interference in Mobile Communication System |
KR100753369B1 (en) | 2006-08-30 | 2007-08-30 | 주식회사 팬택 | Method for Reducing Intercell Interference in Mobile Communication Systems |
US8989155B2 (en) | 2007-08-20 | 2015-03-24 | Rearden, Llc | Systems and methods for wireless backhaul in distributed-input distributed-output wireless systems |
KR100991792B1 (en) | 2007-12-31 | 2010-11-04 | 엘지전자 주식회사 | Cooperative Multiple Input / Output Signal Transmitting and Receiving Method |
US8554241B2 (en) * | 2008-03-28 | 2013-10-08 | Lg Electronics Inc. | Method for avoiding inter-cell interference in a multi-cell environment |
CN101557249B (en) * | 2008-04-07 | 2012-11-07 | 上海贝尔阿尔卡特股份有限公司 | Method and device for controlling cooperative transmission of downlink signal in wireless communication system |
US8447236B2 (en) * | 2008-05-15 | 2013-05-21 | Qualcomm Incorporated | Spatial interference mitigation schemes for wireless communication |
KR101561704B1 (en) | 2008-06-10 | 2015-10-20 | 한국전자통신연구원 | Multi-cell cooperative communication system and terminal device |
WO2010143780A2 (en) * | 2009-06-10 | 2010-12-16 | 한국전자통신연구원 | Multi-cell cooperative communication system and terminal device |
CN101610135B (en) * | 2008-06-20 | 2012-12-26 | 电信科学技术研究院 | Distributed antenna system, data transmission method thereof and central controller |
ATE548811T1 (en) * | 2008-06-30 | 2012-03-15 | Alcatel Lucent | METHOD FOR ALLOCATING PRECODING VECTORS IN A MOBILE CELLULAR NETWORK |
KR101475816B1 (en) * | 2008-07-07 | 2014-12-23 | 삼성전자주식회사 | Apparatus and method for eliminating inter-cell interference in a multi-input / output wireless communication system |
US9755705B2 (en) | 2008-08-07 | 2017-09-05 | Qualcomm Incorporated | Method and apparatus for supporting multi-user and single-user MIMO in a wireless communication system |
KR101204627B1 (en) * | 2008-08-11 | 2012-11-23 | 한국전자통신연구원 | Precoding matrix design method for multiple base station mimo technique |
US9294160B2 (en) | 2008-08-11 | 2016-03-22 | Qualcomm Incorporated | Method and apparatus for supporting distributed MIMO in a wireless communication system |
US9521554B2 (en) | 2008-08-15 | 2016-12-13 | Qualcomm Incorporated | Adaptive clustering framework in frequency-time for network MIMO systems |
US10028332B2 (en) * | 2008-08-15 | 2018-07-17 | Qualcomm, Incorporated | Hierarchical clustering framework for inter-cell MIMO systems |
US20110299617A1 (en) * | 2008-09-25 | 2011-12-08 | Mohammad Ali Maddah-Ali | X-mimo systems with multi-transmitters and multi-receivers |
KR101513528B1 (en) * | 2008-12-04 | 2015-04-21 | 삼성전자주식회사 | Method Apparatus and System for transmit data in multi hop relay system |
KR101505689B1 (en) | 2009-01-08 | 2015-03-25 | 엘지전자 주식회사 | Data transfer method based on multi-cell cooperation |
KR101571729B1 (en) * | 2009-01-30 | 2015-11-25 | 엘지전자 주식회사 | How to Perform a CoMP Set Unit Handoff |
US20110287798A1 (en) * | 2009-01-30 | 2011-11-24 | Hitachi, Ltd. | Base Station and Wireless Communication System |
CN101820405B (en) * | 2009-02-27 | 2013-11-06 | 富士通株式会社 | Multiple input and multiple output cooperative communication method as well as precoding device and wireless communication system |
KR101639240B1 (en) * | 2009-03-03 | 2016-07-13 | 삼성전자주식회사 | Communication system and method of performing interference control using random beamforming technique |
KR101524689B1 (en) * | 2009-03-03 | 2015-06-01 | 삼성전자주식회사 | Communication system and method for selectively feedbacking information about interference channels for interference alignment |
KR101548536B1 (en) * | 2009-03-09 | 2015-09-01 | 삼성전자주식회사 | Network device of selecting target terminals transceiving signals based on interference control scheme among a plurality of terminals and method for selecting the target terminals in the network device |
KR101587005B1 (en) * | 2009-03-11 | 2016-02-02 | 삼성전자주식회사 | Apparatus and method for transmitting control information for interference mitigation in multiple antenna system |
CN101834702B (en) * | 2009-03-12 | 2013-12-18 | 夏普株式会社 | Channel reconstruction method, base station and user equipment |
EP2408242A4 (en) * | 2009-03-12 | 2014-09-17 | Alcatel Lucent | Method for performing content synchronization for downlink service data in collaborative mimo and apparatus thereof |
JP5509474B2 (en) * | 2009-03-16 | 2014-06-04 | マーベル ワールド トレード リミテッド | Feedback and user scheduling for multi-user multi-input multi-output (MU-MIMO) receivers |
US8982765B2 (en) * | 2009-03-17 | 2015-03-17 | Lg Electronics Inc. | Method and apparatus for transmitting data on relay communication system |
BRPI0924403A2 (en) * | 2009-03-17 | 2016-01-26 | Huawei Tech Co Ltd | method and apparatus for estimating downlink channel quality |
WO2010108298A1 (en) * | 2009-03-25 | 2010-09-30 | 上海贝尔股份有限公司 | Method and equipment for controlling co-channel interference in wireless communication system |
EP2242187B1 (en) * | 2009-04-14 | 2015-10-28 | Fraunhofer-Gesellschaft zur Förderung der angewandten Forschung e.V. | Method and device for data processing in a communication network |
US8649344B2 (en) * | 2009-04-15 | 2014-02-11 | Lg Electronics Inc. | Method of coordinating precoding matrixes in a wireless communication system |
EP2424122B1 (en) * | 2009-05-14 | 2015-12-16 | Huawei Technologies Co., Ltd. | Information process method, device and system |
CN101902305B (en) * | 2009-05-25 | 2013-10-30 | 富士通株式会社 | Communication device, communication method and base station |
KR101530559B1 (en) * | 2009-06-04 | 2015-06-22 | 삼성전자 주식회사 | Method and Apparatus for receiving and transmitting feedback information for CoMP operations in wireless communication cellular systems |
CN102656817B (en) * | 2009-06-23 | 2016-08-03 | 皇家飞利浦电子股份有限公司 | The antenna configurations shaped for cooperative beam |
KR101568291B1 (en) | 2009-07-10 | 2015-11-20 | 삼성전자주식회사 | Terminal device and base station and operating method of the terminal device |
CN101958738B (en) * | 2009-07-20 | 2016-08-03 | 华为技术有限公司 | A kind of mthods, systems and devices of the pretreatment of collaboration communication |
WO2011009340A1 (en) * | 2009-07-20 | 2011-01-27 | 华为技术有限公司 | Pre-processing method, base station and system for cooperative communication |
US9030949B2 (en) * | 2009-07-27 | 2015-05-12 | Samsung Electronics Co., Ltd. | Downlink PMI coordination based on base station antenna configuration |
EP3591916A1 (en) | 2009-08-18 | 2020-01-08 | Alcatel Lucent | Method and apparatus for constructing codebook, and method, apparatus and system for precoding |
KR20110021633A (en) | 2009-08-25 | 2011-03-04 | 엘지전자 주식회사 | Efficient Multi-antenna Transmission Mode in Broadband Wireless Access Systems |
US8615198B2 (en) * | 2009-08-27 | 2013-12-24 | Samsung Electronics Co., Ltd. | Method and apparatus for triggering multicell MIMO schemes in multiple antenna system |
KR101636404B1 (en) * | 2009-08-27 | 2016-07-20 | 삼성전자주식회사 | Method and apparatus for triggering multi cell mimo schemes in multiple antenna system |
US20110064035A1 (en) * | 2009-09-11 | 2011-03-17 | Guerreiro Igor Moaco | Method and Apparatus for Reducing Multi-User-Interference in a Wireless Communication System |
US8369791B2 (en) * | 2009-09-22 | 2013-02-05 | Telefonaktiebolaget L M Ericsson (Publ) | Multi-user beamforming with inter-cell interference suppression |
WO2011037413A2 (en) * | 2009-09-23 | 2011-03-31 | 한국전자통신연구원 | Method and device for managing interference in neighbouring cells having multiple sending and receiving nodes |
WO2011037541A1 (en) * | 2009-09-25 | 2011-03-31 | Agency For Science, Technology And Research | A method of communication |
TWI429216B (en) * | 2009-10-02 | 2014-03-01 | Mediatek Inc | Concatenating precoder selection for ofdma-based multi-bs mimo |
EP2486666B1 (en) * | 2009-10-05 | 2019-07-03 | Koninklijke Philips N.V. | A method for signalling a precoding in a cooperative beamforming transmission mode |
JP5388074B2 (en) * | 2009-10-09 | 2014-01-15 | 京セラ株式会社 | Communication system, radio base station, and communication control method |
KR101643937B1 (en) * | 2009-10-20 | 2016-08-10 | 삼성전자주식회사 | Apparatus and method for eliminating inter cell interference in a multiple input multiple output wireless communication system |
US9401784B2 (en) | 2009-10-21 | 2016-07-26 | Qualcomm Incorporated | Time and frequency acquisition and tracking for OFDMA wireless systems |
KR101559800B1 (en) * | 2009-10-25 | 2015-10-13 | 엘지전자 주식회사 | The method for transmitting feedback information and terminal device in wireless communication system performing CoMP operation |
US8537879B2 (en) * | 2009-11-16 | 2013-09-17 | Qualcomm Incorporated | MIMO design with codebook restrictions |
US10111111B2 (en) | 2009-11-19 | 2018-10-23 | Qualcomm Incorporated | Per-cell timing and/or frequency acquisition and their use on channel estimation in wireless networks |
US8594688B2 (en) * | 2009-12-09 | 2013-11-26 | Qualcomm Incorporated | Method and system for rate prediction in coordinated multi-point transmission |
KR101104506B1 (en) | 2009-12-15 | 2012-01-12 | 한국전자통신연구원 | Base station for COM operation |
US8112049B2 (en) * | 2009-12-17 | 2012-02-07 | Telefonaktiebolaget Lm Ericsson (Publ) | Channel quality handling for precoder override |
US20110170427A1 (en) * | 2010-01-11 | 2011-07-14 | Nokia Corporation | Best Companion PMI-Based Beamforming |
WO2011085516A1 (en) * | 2010-01-13 | 2011-07-21 | 上海贝尔股份有限公司 | Method and equipment for multiple-input multiple-output (mimo) channels information feedback in multiple cells |
CN102130708B (en) * | 2010-01-15 | 2014-04-30 | 华为技术有限公司 | Method for feeding back multicell channel state information and user equipment |
US9231795B2 (en) * | 2010-01-18 | 2016-01-05 | Samsung Electronics Co., Ltd. | Communication apparatus and precoding method based on multiple cells and multiple users |
KR101670946B1 (en) * | 2010-01-18 | 2016-10-31 | 삼성전자주식회사 | Mrthod for precoding in a mullti cell multi user systems and communication apparatus |
WO2011093755A1 (en) * | 2010-01-27 | 2011-08-04 | Telefonaktiebolaget L M Ericsson (Publ) | Method and arrangement in a wireless communication system |
WO2011091589A1 (en) * | 2010-01-27 | 2011-08-04 | 中兴通讯股份有限公司 | Data transmission method and system for cooperative multiple input multiple output beam-forming |
KR20110093361A (en) | 2010-02-12 | 2011-08-18 | 엘지전자 주식회사 | A wireless communication system supporting single base station multiple input / output communication and multiple base station MIO communication, a feedback method for multiple base station MIO |
KR20110095515A (en) * | 2010-02-19 | 2011-08-25 | 주식회사 팬택 | Channel information transmission method and feedback method, apparatus, base station, transmission method of the base station |
KR101585434B1 (en) * | 2010-03-04 | 2016-01-18 | 삼성전자주식회사 | Apparatus and method fop power control of mobile base station with varying backbone capacity |
WO2011112132A1 (en) * | 2010-03-08 | 2011-09-15 | Telefonaktiebolaget L M Ericsson (Publ) | Methods and arrangements for redistributing resources for use in a radio communication system |
JP5477482B2 (en) * | 2010-03-19 | 2014-04-23 | 富士通株式会社 | Cell selection for multi-cell MIMO transmission |
US9130607B2 (en) * | 2010-03-30 | 2015-09-08 | Qualcomm Incorporated | Systems, apparatuses, and methods to facilitate coordinated scheduling in wireless communication systems |
US8428629B2 (en) * | 2010-03-31 | 2013-04-23 | Qualcomm Incorporated | Methods and apparatus for determining a communications mode and/or using a determined communications mode |
JP2011217231A (en) * | 2010-04-01 | 2011-10-27 | Advanced Telecommunication Research Institute International | Radio communication system |
WO2011125076A2 (en) * | 2010-04-09 | 2011-10-13 | Centre Of Excellence In Wireless Technology (Cewit) | Interference cancelling block modulation |
JP5516721B2 (en) * | 2010-04-09 | 2014-06-11 | 株式会社日立製作所 | Wireless communication system |
JP2013526190A (en) * | 2010-04-29 | 2013-06-20 | 富士通株式会社 | Method for feeding back precoding matrix information and mobile terminal |
US8848817B2 (en) * | 2010-04-30 | 2014-09-30 | Texas Instruments Incorporated | Transmission modes and signaling for uplink MIMO support or single TB dual-layer transmission in LTE uplink |
KR101817724B1 (en) * | 2010-04-30 | 2018-02-21 | 삼성전자주식회사 | Multiple input multiple output communication system using codebook corresopding to each reporting mode |
CN102244567A (en) * | 2010-05-13 | 2011-11-16 | 清华大学 | Communication control server, base station, terminal and joint service system and method |
US9288690B2 (en) | 2010-05-26 | 2016-03-15 | Qualcomm Incorporated | Apparatus for clustering cells using neighbor relations |
JP5505676B2 (en) | 2010-06-18 | 2014-05-28 | 日本電気株式会社 | Precoding techniques for downlink coordinated multipoint transmission in wireless communication systems |
CN102986146B (en) * | 2010-07-06 | 2015-07-08 | 瑞典爱立信有限公司 | Method and arrangement for reducing interference and enhancing coverage |
WO2012016387A1 (en) * | 2010-08-06 | 2012-02-09 | 富士通株式会社 | Inter-cell interference coordination method and device for control channel and data channel |
CN102378205B (en) | 2010-08-13 | 2015-04-08 | 华为技术有限公司 | Method for creating micro-cell and base station |
EP2618600B1 (en) * | 2010-09-16 | 2018-08-22 | LG Electronics Inc. | Method of alleviating interference between cells in a multicell system and device for the method |
EP2619922B1 (en) * | 2010-09-23 | 2016-08-10 | Optis Cellular Technology, LLC | Antenna device and method in a mimo system |
CN102412881B (en) * | 2010-09-26 | 2015-06-17 | 日电(中国)有限公司 | Wireless communication system and beamforming training method applied to wireless communication system |
US8509319B2 (en) * | 2010-10-06 | 2013-08-13 | Motorola Mobility Llc | Uplink precoding for retransmission without explicit precoding instruction |
EP2633633B1 (en) * | 2010-10-25 | 2019-06-26 | LG Electronics Inc. | Method of reducing intercell interference in wireless communication system and apparatus thereof |
PL2636160T3 (en) | 2010-11-05 | 2015-08-31 | Ericsson Telefon Ab L M | Comp operation in cellular communication networks |
US8687727B2 (en) * | 2010-11-05 | 2014-04-01 | Intel Corporation | Coordinated multi-point transmission using interference feedback |
US20120120890A1 (en) * | 2010-11-12 | 2012-05-17 | Electronics And Telecommunications Research Institute | Apparatus and method for transmitting multimedia data in multimedia service providing system |
US9161345B2 (en) | 2011-01-05 | 2015-10-13 | Lg Electronics Inc. | Method and device for performing terminal-to-terminal cooperative communication in wireless access system |
JP5720284B2 (en) * | 2011-02-10 | 2015-05-20 | ソニー株式会社 | Terminal device, feedback control method, base station, pairing control method, program, and wireless communication system |
JP5720283B2 (en) | 2011-02-10 | 2015-05-20 | ソニー株式会社 | Terminal device, feedback control method, base station, pairing control method, program, and wireless communication system |
WO2012118347A2 (en) * | 2011-03-02 | 2012-09-07 | 엘지전자 주식회사 | Method and device for transmitting control information in wireless communication system |
US8737298B2 (en) | 2011-03-11 | 2014-05-27 | Telefonaktiebolaget L M Ericsson (Publ) | Method of downlink signal transport over backhaul communications through distributed processing |
WO2012128522A2 (en) * | 2011-03-18 | 2012-09-27 | 삼성전자 주식회사 | Method and apparatus for interference alignment in a wireless communication system |
ES2661368T3 (en) * | 2011-03-25 | 2018-03-28 | Nokia Solutions And Networks Oy | Apparatus and method for allocating resources for coordinated transmissions from multiple cells |
ES2426164T3 (en) * | 2011-04-21 | 2013-10-21 | Ntt Docomo, Inc. | Procedure and apparatus for determining a precoding vector for precoding data to be transmitted to a wireless device in a wireless communication system |
US8605685B2 (en) * | 2011-05-05 | 2013-12-10 | Qualcomm Incorporated | Determining UE interference during handover in enhanced inter-cell interference coordination |
US9325401B2 (en) * | 2011-05-13 | 2016-04-26 | Fujitsu Limited | Beamforming from multiple transmission sites |
US8768393B2 (en) * | 2011-06-30 | 2014-07-01 | Intel Corporation | Method and apparatus for interference mitigation in wireless systems |
EP2549814B1 (en) * | 2011-07-22 | 2016-12-28 | Alcatel Lucent | A method and a base station for beam coordination |
US8797966B2 (en) | 2011-09-23 | 2014-08-05 | Ofinno Technologies, Llc | Channel state information transmission |
JP6121430B2 (en) | 2011-10-18 | 2017-04-26 | エルジー エレクトロニクス インコーポレイティド | Method and apparatus for mitigating inter-cell interference in a wireless communication system |
US8817685B2 (en) * | 2011-10-24 | 2014-08-26 | Nokia Corporation | Energy-efficient underlay device-to-multidevice communications with interference suppression |
EP2590336A1 (en) * | 2011-11-07 | 2013-05-08 | Panasonic Corporation | Precoding matrix set quality measurement and reporting |
KR101156667B1 (en) | 2011-12-06 | 2012-06-14 | 주식회사 에이디알에프코리아 | Method for setting filter coefficient in communication system |
WO2013085523A1 (en) * | 2011-12-08 | 2013-06-13 | Intel Corporation | Implemeting mimo in mmwave wireless communication systems |
US8848673B2 (en) | 2011-12-19 | 2014-09-30 | Ofinno Technologies, Llc | Beam information exchange between base stations |
CN103312394B (en) * | 2012-03-14 | 2016-02-10 | 中兴通讯股份有限公司 | A kind of uplink interference processing method and system |
US9148780B2 (en) * | 2012-03-15 | 2015-09-29 | Lg Electronics Inc. | Method and apparatus for secure data transmission |
KR101949890B1 (en) | 2012-04-02 | 2019-04-26 | 삼성전자주식회사 | Method and apparatus for providing a cooperative service in a wireless communication system |
CN102647770B (en) * | 2012-05-07 | 2018-11-09 | 南京中兴软件有限责任公司 | A kind of method of communication, equipment and base station |
WO2013168298A1 (en) | 2012-05-11 | 2013-11-14 | 富士通株式会社 | Mobile station and wireless communication method |
CN104321977B (en) * | 2012-05-17 | 2018-05-01 | 马维尔国际贸易有限公司 | For calculating the method and apparatus with reporting channel characteristic |
US9603032B2 (en) * | 2012-06-14 | 2017-03-21 | Advanced Rf Technologies, Inc. | System and method for automatically measuring uplink noise level of distributed antenna system |
SG196763A1 (en) * | 2012-08-03 | 2014-02-13 | Agency Science Tech & Res | A method for determining precoding matrixes for communication and a system therefrom |
US9407343B2 (en) * | 2012-08-31 | 2016-08-02 | Google Technology Holdings LLC | Method and apparatus for mitigating downlink interference |
EP2717508B1 (en) | 2012-10-05 | 2014-11-05 | Fujitsu Limited | MIMO wireless communication system |
US9166764B2 (en) * | 2012-10-16 | 2015-10-20 | Qualcomm Incorporated | Methods and apparatus for feedback computation and decoding with synchronously coded subcarriers in OFDMA systems |
KR101756234B1 (en) * | 2012-11-26 | 2017-07-10 | 삼성전자주식회사 | Method of relaying data using a plurality of relay nodes and system thereof |
WO2014094916A1 (en) | 2012-12-21 | 2014-06-26 | Huawei Technologies Co., Ltd. | User equipment and method for estimating an inter cell interference |
EP2757731B1 (en) | 2013-01-21 | 2015-02-18 | Fujitsu Limited | MIMO Wireless Communication System |
US20140294109A1 (en) * | 2013-04-01 | 2014-10-02 | Electronics And Telecommunications Research Institute | Method and apparatus for opportunistic interference alignment (oia) in single-user multiple-input multiple-output (su-mimo) transmission |
US10320459B2 (en) | 2013-04-10 | 2019-06-11 | Marvell World Trade Ltd. | Method and apparatus for mitigating interference in a wireless network through use of transmit beamforming |
US9325540B2 (en) | 2013-04-10 | 2016-04-26 | Marvell World Trade Ltd. | Method and apparatus for mitigating interference in a wireless network through use of transmit beamforming |
US9282469B1 (en) * | 2013-09-04 | 2016-03-08 | Sprint Communications Company L.P. | Increasing CINR gain in a network deploying beam forming |
US9629169B2 (en) | 2013-09-16 | 2017-04-18 | Marvell World Trade Ltd. | Access point coordination for traffic control in wireless networks |
JP6453760B2 (en) * | 2013-10-29 | 2019-01-16 | 京セラ株式会社 | Communication control method and base station |
JP6183474B2 (en) * | 2014-01-30 | 2017-08-23 | 富士通株式会社 | Wireless communication system, base station, terminal, and processing method |
CN105471488B (en) * | 2014-08-20 | 2021-02-02 | 中兴通讯股份有限公司 | Multi-cell beam forming method and device |
CN106304090B (en) * | 2015-05-13 | 2021-11-23 | 索尼公司 | Method and device for suppressing interference in dynamic spectrum access system |
US10200894B2 (en) * | 2016-04-22 | 2019-02-05 | City University Of Hong Kong | Facilitating interference management in multi-cell and multi-user millimeter wave cellular networks |
US10396926B2 (en) * | 2016-08-19 | 2019-08-27 | Samsung Electronics Co., Ltd. | Apparatus and method for suppressing inter-cell interference in wireless communication system |
US10454542B2 (en) * | 2016-11-04 | 2019-10-22 | Qualcomm Incorporated | Uplink MIMO design |
CN107070581B (en) * | 2016-12-29 | 2019-10-25 | 上海华为技术有限公司 | A kind of interference elimination method and base station |
US10673652B2 (en) | 2017-03-02 | 2020-06-02 | Futurewei Technologies, Inc. | System and method for providing explicit feedback in the uplink |
US10420109B2 (en) | 2017-04-13 | 2019-09-17 | Futurewei Technologies, Inc. | System and method for providing explicit feedback in communications systems with multi-point connectivity |
US11095391B2 (en) | 2018-12-19 | 2021-08-17 | Nxp Usa, Inc. | Secure WiFi communication |
US11522581B2 (en) * | 2020-05-08 | 2022-12-06 | Qualcomm Incorporated | Switching between intra-band multiple input multiple output and inter-band carrier aggregation |
GB2601566A (en) * | 2020-12-07 | 2022-06-08 | British Telecomm | Improvements to MIMO systems |
Citations (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20060120477A1 (en) * | 2004-12-07 | 2006-06-08 | Adaptix, Inc. | Cooperative MIMO in multicell wireless networks |
US20070248172A1 (en) * | 2006-04-20 | 2007-10-25 | Mehta Neelesh B | System and method for transmitting signals in cooperative base station multi-user MIMO networks |
WO2009031757A1 (en) * | 2007-09-05 | 2009-03-12 | Seoul National University Industry Foundation | Transmitting and receiving apparatus having plural antenna in multi-user environments and method thereof |
US20100035627A1 (en) * | 2008-08-11 | 2010-02-11 | Qualcomm Incorporated | Method and apparatus for supporting distributed mimo in a wireless communication system |
Family Cites Families (55)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US6665521B1 (en) * | 2000-08-17 | 2003-12-16 | Motorola, Inc. | Method and apparatus for cooperative diversity |
KR20050000201A (en) | 2003-06-23 | 2005-01-03 | 삼성전자주식회사 | Method and apparatus for effective cancellation of adjacent cell ue interference on base station receiver in td-cdma mobile communication system |
GB2423897B (en) * | 2003-12-19 | 2009-04-22 | Ibis Telecom Inc | Base station interference control using timeslot resource management |
SE0303602D0 (en) | 2003-12-30 | 2003-12-30 | Ericsson Telefon Ab L M | Method and arrangement in self-organizing cooperative network |
SE0400370D0 (en) * | 2004-02-13 | 2004-02-13 | Ericsson Telefon Ab L M | Adaptive MIMO architecture |
US7633994B2 (en) * | 2004-07-30 | 2009-12-15 | Rearden, LLC. | System and method for distributed input-distributed output wireless communications |
US7599420B2 (en) * | 2004-07-30 | 2009-10-06 | Rearden, Llc | System and method for distributed input distributed output wireless communications |
KR100621432B1 (en) * | 2004-04-21 | 2006-09-08 | 삼성전자주식회사 | Apparatus and method for channel estimation in a multicell orthogonal frequency division multiplex communication system using a plurality of transmit antennas |
US7594151B2 (en) * | 2004-06-18 | 2009-09-22 | Qualcomm, Incorporated | Reverse link power control in an orthogonal system |
KR100883915B1 (en) | 2004-07-27 | 2009-02-18 | 닛본 덴끼 가부시끼가이샤 | Uplink radio resource control method, base station apparatus, wireless network control apparatus, recording medium, mobile communication system, and mobile station |
JP5288798B2 (en) | 2004-08-17 | 2013-09-11 | エルジー エレクトロニクス インコーポレイティド | Method of transmitting information by setting a high-speed feedback channel in a wireless communication system |
JP2006106613A (en) | 2004-10-08 | 2006-04-20 | Toshiba Corp | Video display device |
JP4679161B2 (en) | 2004-11-02 | 2011-04-27 | パナソニック株式会社 | Mobile station apparatus and communication partner selection method |
US7711066B2 (en) | 2004-11-05 | 2010-05-04 | University Of Florida Research Foundation, Inc. | Uniform channel decomposition for MIMO communications |
US7573851B2 (en) * | 2004-12-07 | 2009-08-11 | Adaptix, Inc. | Method and system for switching antenna and channel assignments in broadband wireless networks |
KR101073909B1 (en) | 2005-03-04 | 2011-10-17 | 엘지전자 주식회사 | Method of MIMO mode feedback in broadband wireless access system |
KR20060119144A (en) | 2005-05-18 | 2006-11-24 | 재단법인서울대학교산학협력재단 | Multi user multi transmit / receive antenna communication apparatus and method |
US7406060B2 (en) * | 2005-07-06 | 2008-07-29 | Nortel Networks Limited | Coverage improvement in wireless systems with fixed infrastructure based relays |
KR100734890B1 (en) * | 2005-10-10 | 2007-07-03 | 삼성전자주식회사 | Apparatus and method for improving the performance of mobile station communicating in smart antenna system |
US7602837B2 (en) | 2005-10-20 | 2009-10-13 | Freescale Semiconductor, Inc. | Beamforming for non-collaborative, space division multiple access systems |
US7948959B2 (en) | 2005-10-27 | 2011-05-24 | Qualcomm Incorporated | Linear precoding for time division duplex system |
PT1941647E (en) | 2005-10-27 | 2013-08-22 | Qualcomm Inc | Precoding for segment sensitive scheduling in wireless communication systems |
US20070165738A1 (en) * | 2005-10-27 | 2007-07-19 | Barriac Gwendolyn D | Method and apparatus for pre-coding for a mimo system |
US20070099578A1 (en) * | 2005-10-28 | 2007-05-03 | Kathryn Adeney | Pre-coded diversity forward channel transmission system for wireless communications systems supporting multiple MIMO transmission modes |
US7917176B2 (en) * | 2006-02-14 | 2011-03-29 | Nec Laboratories America, Inc. | Structured codebook and successive beamforming for multiple-antenna systems |
KR100761818B1 (en) | 2005-11-07 | 2007-09-28 | 한국전자통신연구원 | Transmitting Method and System for Performance of Closed Loop MIMO using Predefined Precoding Matrix with Two Unitary Matrix |
KR100849328B1 (en) * | 2005-11-22 | 2008-07-29 | 삼성전자주식회사 | Apparatus and method for determining transmit/receive antenna in a communication system using multi antenna |
US8914015B2 (en) | 2006-03-20 | 2014-12-16 | Qualcomm Incorporated | Grouping of users for MIMO transmission in a wireless communication system |
CN100581071C (en) * | 2006-05-19 | 2010-01-13 | 中国人民解放军理工大学 | Power Control Method for Multi-carrier Wireless Cellular Communication System |
KR20070113967A (en) | 2006-05-26 | 2007-11-29 | 엘지전자 주식회사 | Phase shift based precoding method and tranceiver supporting the same |
US20070280116A1 (en) | 2006-06-05 | 2007-12-06 | Hong Kong University Of Science And Technology | Adaptive multi-user mimo non-cooperative threshold-based wireless communication system using limited channel feedback |
US8670777B2 (en) * | 2006-09-08 | 2014-03-11 | Qualcomm Incorporated | Method and apparatus for fast other sector interference (OSI) adjustment |
US8374650B2 (en) * | 2006-09-27 | 2013-02-12 | Apple, Inc. | Methods for optimal collaborative MIMO-SDMA |
US7702029B2 (en) * | 2006-10-02 | 2010-04-20 | Freescale Semiconductor, Inc. | MIMO precoding enabling spatial multiplexing, power allocation and adaptive modulation and coding |
US8023457B2 (en) * | 2006-10-02 | 2011-09-20 | Freescale Semiconductor, Inc. | Feedback reduction for MIMO precoded system by exploiting channel correlation |
CN104254122B (en) | 2006-10-31 | 2018-09-11 | 高通股份有限公司 | Inter-cell power control when there are fractional frequency reuse |
US8081997B2 (en) * | 2007-01-22 | 2011-12-20 | Qualcomm Incorporated | Power and/or data rate control based on pilot channel information |
KR101005233B1 (en) | 2007-03-14 | 2010-12-31 | 더 보드 오브 리전츠 오브 더 유니버시티 오브 텍사스 시스템 | Interference Cancellation Device and Method in Multi-antenna System |
US8676223B2 (en) | 2007-03-23 | 2014-03-18 | Qualcomm Incorporated | Backhaul communication for interference management |
JP5094193B2 (en) | 2007-04-16 | 2012-12-12 | 株式会社日立製作所 | Storage system and control method thereof |
RU2438251C2 (en) | 2007-04-20 | 2011-12-27 | Интердиджитал Текнолоджи Корпорейшн | Method and apparatus for efficient precoding information validation for mimo communication |
US7873127B2 (en) * | 2007-05-14 | 2011-01-18 | L-3 Communications Titan Corporation | Weighting a signal received by an antenna array to enhance the signal and suppress interference |
US7907677B2 (en) * | 2007-08-10 | 2011-03-15 | Intel Corporation | Open loop MU-MIMO |
US8798183B2 (en) | 2007-08-13 | 2014-08-05 | Qualcomm Incorporated | Feedback and rate adaptation for MIMO transmission in a time division duplexed (TDD) communication system |
US8036099B2 (en) | 2007-09-06 | 2011-10-11 | Telefonaktiebolaget Lm Ericsson (Publ) | Method and apparatus for linearly precoding downlink transmissions to reduce temporal variations in interference |
US8085653B2 (en) * | 2007-09-08 | 2011-12-27 | Intel Corporation | Beamforming with nulling techniques for wireless communications networks |
US9374791B2 (en) * | 2007-09-21 | 2016-06-21 | Qualcomm Incorporated | Interference management utilizing power and attenuation profiles |
US8351949B2 (en) * | 2007-10-16 | 2013-01-08 | Mediatek Inc. | Configuring radio resource allocation and scheduling mobile station mechanism for frequency reuse in cellular OFDMA systems |
GB0720559D0 (en) | 2007-10-19 | 2007-11-28 | Fujitsu Ltd | MIMO wireless communication system |
US20090116422A1 (en) * | 2007-11-02 | 2009-05-07 | Chia-Chin Chong | Method and system for opportunistic hybrid relay selection scheme for downlink transmission |
US7826853B2 (en) | 2007-11-02 | 2010-11-02 | Mitsubishi Electric Research Laboratories, Inc. | Cooperative base stations in wireless networks |
KR101387532B1 (en) * | 2007-12-26 | 2014-04-21 | 엘지전자 주식회사 | Method of transmitting Feedback Information for performing Collaborative MIMO |
US20100284359A1 (en) * | 2007-12-28 | 2010-11-11 | Samsung Electronics Co., Ltd. | Method and apparatus for transmitting/receiving downlink data in wireless communication network |
KR100991792B1 (en) * | 2007-12-31 | 2010-11-04 | 엘지전자 주식회사 | Cooperative Multiple Input / Output Signal Transmitting and Receiving Method |
KR100995045B1 (en) * | 2007-12-31 | 2010-11-19 | 엘지전자 주식회사 | Method of transmitting precoded signal in cooperative multiple input / output communication system |
-
2008
- 2008-12-01 KR KR1020080120603A patent/KR100991792B1/en not_active IP Right Cessation
- 2008-12-01 KR KR1020080120609A patent/KR100991793B1/en not_active IP Right Cessation
- 2008-12-01 KR KR1020080120610A patent/KR100991794B1/en not_active IP Right Cessation
- 2008-12-29 US US12/318,437 patent/US8179819B2/en not_active Expired - Fee Related
- 2008-12-29 US US12/318,438 patent/US8369788B2/en not_active Expired - Fee Related
- 2008-12-29 US US12/318,439 patent/US8140019B2/en not_active Expired - Fee Related
- 2008-12-30 WO PCT/KR2008/007800 patent/WO2009084905A2/en active Application Filing
- 2008-12-30 EP EP08867361.1A patent/EP2227868A4/en not_active Withdrawn
- 2008-12-30 EP EP08867545.9A patent/EP2227869B1/en not_active Not-in-force
- 2008-12-30 WO PCT/KR2008/007798 patent/WO2009084904A2/en active Application Filing
- 2008-12-30 CN CN200880123607.1A patent/CN101911540B/en not_active Expired - Fee Related
- 2008-12-30 CN CN2008801234540A patent/CN101911539B/en not_active Expired - Fee Related
- 2008-12-30 JP JP2010540591A patent/JP5134094B2/en not_active Expired - Fee Related
- 2008-12-30 JP JP2010541389A patent/JP5032672B2/en not_active Expired - Fee Related
- 2008-12-31 CN CN2008801236067A patent/CN101911529B/en not_active Expired - Fee Related
- 2008-12-31 WO PCT/KR2008/007872 patent/WO2009084921A2/en active Application Filing
- 2008-12-31 JP JP2010540593A patent/JP2011509571A/en active Pending
- 2008-12-31 EP EP08868496.4A patent/EP2227867A4/en not_active Withdrawn
- 2008-12-31 CN CN201210330023.XA patent/CN102946262B/en not_active Expired - Fee Related
-
2011
- 2011-11-01 US US13/287,032 patent/US8705404B2/en active Active
-
2012
- 2012-01-06 US US13/345,506 patent/US8190094B2/en not_active Expired - Fee Related
- 2012-01-25 JP JP2012013153A patent/JP5876303B2/en not_active Expired - Fee Related
-
2013
- 2013-09-20 US US14/033,217 patent/US9084229B2/en not_active Expired - Fee Related
Patent Citations (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20060120477A1 (en) * | 2004-12-07 | 2006-06-08 | Adaptix, Inc. | Cooperative MIMO in multicell wireless networks |
US20070248172A1 (en) * | 2006-04-20 | 2007-10-25 | Mehta Neelesh B | System and method for transmitting signals in cooperative base station multi-user MIMO networks |
WO2009031757A1 (en) * | 2007-09-05 | 2009-03-12 | Seoul National University Industry Foundation | Transmitting and receiving apparatus having plural antenna in multi-user environments and method thereof |
US20100232534A1 (en) * | 2007-09-05 | 2010-09-16 | Kwangbok Lee | Transmitting and receiving apparatus having plural antenna in multi-user environments and method thereof |
US20100035627A1 (en) * | 2008-08-11 | 2010-02-11 | Qualcomm Incorporated | Method and apparatus for supporting distributed mimo in a wireless communication system |
Non-Patent Citations (3)
Title |
---|
Love et al. Grassmannin Beamforming for Multiple-Input Multiple-Output Wireless Systems, IEEE Transactions on Information Theory, Vol. 49, No. 10, October 2003, pages 2735-2747. * |
Songnan Xi et al., Transmit Beamforming and Detection Design for Uplink Multiuser MIMO Systems, Fortieth Asilomar Conference on Signals, Systems and Computers (ACSSC), Nov. 2006, IEEE Xplore, pages 1593-1600. * |
Younsun Kim et al., Multi-Cell Cooperative Transmission, Conference Record of the Forty-First Asilomar Conference on Signals, Systems and Computers (ACSSC 2007), November 2007, pages 448-452. * |
Cited By (73)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US10320455B2 (en) | 2004-04-02 | 2019-06-11 | Rearden, Llc | Systems and methods to coordinate transmissions in distributed wireless systems via user clustering |
US10277290B2 (en) | 2004-04-02 | 2019-04-30 | Rearden, Llc | Systems and methods to exploit areas of coherence in wireless systems |
US10886979B2 (en) | 2004-04-02 | 2021-01-05 | Rearden, Llc | System and method for link adaptation in DIDO multicarrier systems |
US10425134B2 (en) | 2004-04-02 | 2019-09-24 | Rearden, Llc | System and methods for planned evolution and obsolescence of multiuser spectrum |
US10985811B2 (en) | 2004-04-02 | 2021-04-20 | Rearden, Llc | System and method for distributed antenna wireless communications |
US10349417B2 (en) | 2004-04-02 | 2019-07-09 | Rearden, Llc | System and methods to compensate for doppler effects in multi-user (MU) multiple antenna systems (MAS) |
US10333604B2 (en) | 2004-04-02 | 2019-06-25 | Rearden, Llc | System and method for distributed antenna wireless communications |
US11070258B2 (en) | 2004-04-02 | 2021-07-20 | Rearden, Llc | System and methods for planned evolution and obsolescence of multiuser spectrum |
US10749582B2 (en) | 2004-04-02 | 2020-08-18 | Rearden, Llc | Systems and methods to coordinate transmissions in distributed wireless systems via user clustering |
US9826537B2 (en) | 2004-04-02 | 2017-11-21 | Rearden, Llc | System and method for managing inter-cluster handoff of clients which traverse multiple DIDO clusters |
US10200094B2 (en) | 2004-04-02 | 2019-02-05 | Rearden, Llc | Interference management, handoff, power control and link adaptation in distributed-input distributed-output (DIDO) communication systems |
US11923931B2 (en) | 2004-04-02 | 2024-03-05 | Rearden, Llc | System and method for distributed antenna wireless communications |
US11309943B2 (en) | 2004-04-02 | 2022-04-19 | Rearden, Llc | System and methods for planned evolution and obsolescence of multiuser spectrum |
US11646773B2 (en) | 2004-04-02 | 2023-05-09 | Rearden, Llc | System and method for distributed antenna wireless communications |
US11190247B2 (en) | 2004-04-02 | 2021-11-30 | Rearden, Llc | System and method for distributed antenna wireless communications |
US11394436B2 (en) | 2004-04-02 | 2022-07-19 | Rearden, Llc | System and method for distributed antenna wireless communications |
US11190246B2 (en) | 2004-04-02 | 2021-11-30 | Rearden, Llc | System and method for distributed antenna wireless communications |
US9819403B2 (en) | 2004-04-02 | 2017-11-14 | Rearden, Llc | System and method for managing handoff of a client between different distributed-input-distributed-output (DIDO) networks based on detected velocity of the client |
US11196467B2 (en) | 2004-04-02 | 2021-12-07 | Rearden, Llc | System and method for distributed antenna wireless communications |
US11451275B2 (en) | 2004-04-02 | 2022-09-20 | Rearden, Llc | System and method for distributed antenna wireless communications |
US10727907B2 (en) | 2004-07-30 | 2020-07-28 | Rearden, Llc | Systems and methods to enhance spatial diversity in distributed input distributed output wireless systems |
US10243623B2 (en) | 2004-07-30 | 2019-03-26 | Rearden, Llc | Systems and methods to enhance spatial diversity in distributed-input distributed-output wireless systems |
US20120094650A1 (en) * | 2009-03-03 | 2012-04-19 | Zhongding Lei | Method of communication |
US20120020425A1 (en) * | 2009-04-02 | 2012-01-26 | Samsung Electronics Co., Ltd. | Apparatus and method for minimizing errors by a cell edge user in a multi-cell communication system |
US9391687B2 (en) * | 2009-04-02 | 2016-07-12 | Samsung Electronics Co., Ltd. | Apparatus and method for minimizing errors by a cell edge user in a multi-cell communication system |
US20120093267A1 (en) * | 2009-06-30 | 2012-04-19 | Zte Corporation | Method for Unifying Secondary Synchronization Signal Detection and Frame Timing Synchronization |
US8542783B2 (en) * | 2009-06-30 | 2013-09-24 | Zte Corporation | Method for unifying secondary synchronization signal detection and frame timing synchronization |
US8842763B2 (en) * | 2010-01-20 | 2014-09-23 | Ntt Docomo, Inc. | Precoding weight generation method, mobile station apparatus and base station apparatus |
US20120314808A1 (en) * | 2010-01-20 | 2012-12-13 | Ntt Docomo, Inc. | Precoding weight generation method, mobile station apparatus and base station apparatus |
US8532684B2 (en) * | 2010-03-05 | 2013-09-10 | Institute For Information Industry | Interference reduction apparatus and interference reduction method thereof |
US20110218001A1 (en) * | 2010-03-05 | 2011-09-08 | Institute For Information Industry | Interference reduction apparatus and interference reduction method thereof |
US8605803B2 (en) * | 2010-03-15 | 2013-12-10 | Industrial Technology Research Institute | Methods and apparatus for reducing uplink multi-base station interference |
US20110222615A1 (en) * | 2010-03-15 | 2011-09-15 | Industrial Technology Research Institute. | Methods and apparatus for reducing uplink multi-base station interference |
KR102302727B1 (en) | 2012-11-26 | 2021-09-14 | 리어덴 엘엘씨 | Exploiting inter-cell multiplexing gain in wireless cellular systems |
US10194346B2 (en) | 2012-11-26 | 2019-01-29 | Rearden, Llc | Systems and methods for exploiting inter-cell multiplexing gain in wireless cellular systems via distributed input distributed output technology |
WO2014082048A1 (en) * | 2012-11-26 | 2014-05-30 | Rearden, Llc | Exploiting inter-cell multiplexing gain in wireless cellular systems |
US11818604B2 (en) | 2012-11-26 | 2023-11-14 | Rearden, Llc | Systems and methods for exploiting inter-cell multiplexing gain in wireless cellular systems via distributed input distributed output technology |
RU2772115C2 (en) * | 2012-11-26 | 2022-05-17 | Риарден, Ллк | Use of inter-cellular growth due to multiplexing in wireless cellular systems |
KR20210011067A (en) * | 2012-11-26 | 2021-01-29 | 리어덴 엘엘씨 | Exploiting inter-cell multiplexing gain in wireless cellular systems |
RU2663829C2 (en) * | 2012-11-26 | 2018-08-10 | Риарден, Ллк | Exploiting inter-cell multiplexing gain in wireless cellular systems |
US10488535B2 (en) | 2013-03-12 | 2019-11-26 | Rearden, Llc | Apparatus and method for capturing still images and video using diffraction coded imaging techniques |
WO2014165293A2 (en) * | 2013-03-12 | 2014-10-09 | Rearden, Llc | Systems and methods for exploiting inter-cell multiplexing gain in wireless cellular systems via distributed input distributed output technology |
US12147001B2 (en) | 2013-03-12 | 2024-11-19 | Rearden, Llc | Apparatus and method for capturing still images and video using diffraction coded imaging techniques |
US10848225B2 (en) | 2013-03-12 | 2020-11-24 | Rearden, Llc | Systems and methods for exploiting inter-cell multiplexing gain in wireless cellular systems via distributed input distributed output technology |
US11901992B2 (en) | 2013-03-12 | 2024-02-13 | Rearden, Llc | Systems and methods for exploiting inter-cell multiplexing gain in wireless cellular systems via distributed input distributed output technology |
WO2014165289A1 (en) * | 2013-03-12 | 2014-10-09 | Rearden, Llc | Systems and methods for exploiting inter-cell multiplexing gain in wireless cellular systems via distributed input distributed output technology |
TWI663847B (en) * | 2013-03-12 | 2019-06-21 | 美商李爾登公司 | Systems and methods for exploiting inter-cell multiplexing gain in wireless cellular systems via distributed input distributed output technology |
TWI660599B (en) * | 2013-03-12 | 2019-05-21 | 美商李爾登公司 | Systems and methods for exploiting inter-cell multiplexing gain in wireless cellular systems via distributed input distributed output technology |
WO2014165293A3 (en) * | 2013-03-12 | 2014-11-20 | Rearden, Llc | Systems and methods for exploiting inter-cell multiplexing gain in cellular systems |
US10164698B2 (en) | 2013-03-12 | 2018-12-25 | Rearden, Llc | Systems and methods for exploiting inter-cell multiplexing gain in wireless cellular systems via distributed input distributed output technology |
US11451281B2 (en) | 2013-03-12 | 2022-09-20 | Rearden, Llc | Systems and methods for exploiting inter-cell multiplexing gain in wireless cellular systems via distributed input distributed output technology |
US9923657B2 (en) | 2013-03-12 | 2018-03-20 | Rearden, Llc | Systems and methods for exploiting inter-cell multiplexing gain in wireless cellular systems via distributed input distributed output technology |
US9973246B2 (en) | 2013-03-12 | 2018-05-15 | Rearden, Llc | Systems and methods for exploiting inter-cell multiplexing gain in wireless cellular systems via distributed input distributed output technology |
US10547358B2 (en) | 2013-03-15 | 2020-01-28 | Rearden, Llc | Systems and methods for radio frequency calibration exploiting channel reciprocity in distributed input distributed output wireless communications |
US12244369B2 (en) | 2013-03-15 | 2025-03-04 | Rearden, Llc | Systems and methods for radio frequency calibration exploiting channel reciprocity in distributed input distributed output wireless communications |
US12237888B2 (en) | 2013-03-15 | 2025-02-25 | Rearden, Llc | Systems and methods for radio frequency calibration exploiting channel reciprocity in distributed input distributed output wireless communications |
US12224819B2 (en) | 2013-03-15 | 2025-02-11 | Rearden, Llc | Systems and methods for radio frequency calibration exploiting channel reciprocity in distributed input distributed output wireless communications |
US12166546B2 (en) | 2013-03-15 | 2024-12-10 | Rearden, Llc | Systems and methods for radio frequency calibration exploiting channel reciprocity in distributed input distributed output wireless communications |
US11581924B2 (en) | 2013-03-15 | 2023-02-14 | Rearden, Llc | Systems and methods for radio frequency calibration exploiting channel reciprocity in distributed input distributed output wireless communications |
US11146313B2 (en) | 2013-03-15 | 2021-10-12 | Rearden, Llc | Systems and methods for radio frequency calibration exploiting channel reciprocity in distributed input distributed output wireless communications |
EP3123627A4 (en) * | 2014-03-25 | 2017-11-29 | Samsung Electronics Co., Ltd. | Method and apparatus for scheduling in a multi-input multi-output system |
US10148335B2 (en) | 2014-03-25 | 2018-12-04 | Samsung Electronics Co., Ltd. | Method and apparatus for determining optimal beam in a multi-input multi-output system |
WO2015147546A1 (en) | 2014-03-25 | 2015-10-01 | Samsung Electronics Co., Ltd. | Method and apparatus for scheduling in a multi-input multi-output system |
US12166280B2 (en) | 2014-04-16 | 2024-12-10 | Rearden, Llc | Systems and methods for distributing radioheads |
US11050468B2 (en) | 2014-04-16 | 2021-06-29 | Rearden, Llc | Systems and methods for mitigating interference within actively used spectrum |
US11189917B2 (en) | 2014-04-16 | 2021-11-30 | Rearden, Llc | Systems and methods for distributing radioheads |
US12170401B2 (en) | 2014-04-16 | 2024-12-17 | Rearden, Llc | Systems and methods for distributing radioheads |
US11190947B2 (en) | 2014-04-16 | 2021-11-30 | Rearden, Llc | Systems and methods for concurrent spectrum usage within actively used spectrum |
US11290162B2 (en) | 2014-04-16 | 2022-03-29 | Rearden, Llc | Systems and methods for mitigating interference within actively used spectrum |
US10382174B2 (en) | 2014-07-25 | 2019-08-13 | Lg Electronics Inc. | Method and apparatus for inter-cell interference cancellation in wireless communication system |
WO2016013889A1 (en) * | 2014-07-25 | 2016-01-28 | 엘지전자 주식회사 | Method and apparatus for inter-cell interference cancellation in wireless communication system |
US10707949B2 (en) | 2016-02-23 | 2020-07-07 | Softbank Corp. | Communication system, base station and communication control method |
US11233549B2 (en) | 2017-06-16 | 2022-01-25 | Huawei Technologies Co., Ltd. | Information transmission method and apparatus |
Also Published As
Similar Documents
Publication | Publication Date | Title |
---|---|---|
US8190094B2 (en) | Method for reducing inter-cell interference | |
US8706040B2 (en) | Method for avoiding inter-cell interference in multi-cell environment using multiple codebooks | |
US8761092B2 (en) | Collaborative MIMO using sounding channel in multi-cell environment | |
US8755451B2 (en) | Method for transmitting precoded signal in collaborative multiple-input multiple-output communication system | |
US8862070B2 (en) | Apparatus and method for selecting precoding matrix in multiple antenna wireless communication system | |
KR101060857B1 (en) | Method and device for data transmission in MIO communication system | |
US20100234054A1 (en) | System for controlling inter cell interference in cellular mobile system | |
US20130016680A1 (en) | Systems and Methods for Multi-User MIMO | |
KR20090077185A (en) | Codebook-based Beamforming in a Cooperative Multiple Input / Output Communication System |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
FEPP | Fee payment procedure |
Free format text: PAYOR NUMBER ASSIGNED (ORIGINAL EVENT CODE: ASPN); ENTITY STATUS OF PATENT OWNER: LARGE ENTITY |
|
AS | Assignment |
Owner name: LG ELECTRONICS INC., KOREA, REPUBLIC OF Free format text: ASSIGNMENT OF ASSIGNORS INTEREST;ASSIGNORS:KIM, JAE WAN;LEE, WOOK BONG;KIM, SU NAM;AND OTHERS;SIGNING DATES FROM 20090311 TO 20090317;REEL/FRAME:027496/0471 |
|
STCF | Information on status: patent grant |
Free format text: PATENTED CASE |
|
CC | Certificate of correction | ||
FPAY | Fee payment |
Year of fee payment: 4 |
|
FEPP | Fee payment procedure |
Free format text: MAINTENANCE FEE REMINDER MAILED (ORIGINAL EVENT CODE: REM.); ENTITY STATUS OF PATENT OWNER: LARGE ENTITY |
|
LAPS | Lapse for failure to pay maintenance fees |
Free format text: PATENT EXPIRED FOR FAILURE TO PAY MAINTENANCE FEES (ORIGINAL EVENT CODE: EXP.); ENTITY STATUS OF PATENT OWNER: LARGE ENTITY |
|
STCH | Information on status: patent discontinuation |
Free format text: PATENT EXPIRED DUE TO NONPAYMENT OF MAINTENANCE FEES UNDER 37 CFR 1.362 |
|
FP | Lapsed due to failure to pay maintenance fee |
Effective date: 20200529 |